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Gundale MJ, Axelsson EP, Buness V, Callebaut T, DeLuca TH, Hupperts SF, Ibáñez TS, Metcalfe DB, Nilsson MC, Peichl M, Spitzer CM, Stangl ZR, Strengbom J, Sundqvist MK, Wardle DA, Lindahl BD. The biological controls of soil carbon accumulation following wildfire and harvest in boreal forests: A review. Glob Chang Biol 2024; 30:e17276. [PMID: 38683126 DOI: 10.1111/gcb.17276] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/09/2024] [Revised: 03/29/2024] [Accepted: 03/30/2024] [Indexed: 05/01/2024]
Abstract
Boreal forests are frequently subjected to disturbances, including wildfire and clear-cutting. While these disturbances can cause soil carbon (C) losses, the long-term accumulation dynamics of soil C stocks during subsequent stand development is controlled by biological processes related to the balance of net primary production (NPP) and outputs via heterotrophic respiration and leaching, many of which remain poorly understood. We review the biological processes suggested to influence soil C accumulation in boreal forests. Our review indicates that median C accumulation rates following wildfire and clear-cutting are similar (0.15 and 0.20 Mg ha-1 year-1, respectively), however, variation between studies is extremely high. Further, while many individual studies show linear increases in soil C stocks through time after disturbance, there are indications that C stock recovery is fastest early to mid-succession (e.g. 15-80 years) and then slows as forests mature (e.g. >100 years). We indicate that the rapid build-up of soil C in younger stands appears not only driven by higher plant production, but also by a high rate of mycorrhizal hyphal production, and mycorrhizal suppression of saprotrophs. As stands mature, the balance between reductions in plant and mycorrhizal production, increasing plant litter recalcitrance, and ectomycorrhizal decomposers and saprotrophs have been highlighted as key controls on soil C accumulation rates. While some of these controls appear well understood (e.g. temporal patterns in NPP, changes in aboveground litter quality), many others remain research frontiers. Notably, very little data exists describing and comparing successional patterns of root production, mycorrhizal functional traits, mycorrhizal-saprotroph interactions, or C outputs via heterotrophic respiration and dissolved organic C following different disturbances. We argue that these less frequently described controls require attention, as they will be key not only for understanding ecosystem C balances, but also for representing these dynamics more accurately in soil organic C and Earth system models.
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Affiliation(s)
- Michael J Gundale
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - E Petter Axelsson
- Department of Wildlife, Fish and Environmental Studies, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Vincent Buness
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Timon Callebaut
- Department of Environmental Science and Ecology, Umeå University, Umeå, Sweden
| | - Thomas H DeLuca
- College of Forestry, Oregon State University, Corvallis, Oregon, USA
| | - Stefan F Hupperts
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Theresa S Ibáñez
- Department of Wildlife, Fish and Environmental Studies, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Daniel B Metcalfe
- Department of Environmental Science and Ecology, Umeå University, Umeå, Sweden
| | - Marie-Charlotte Nilsson
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Matthias Peichl
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Clydecia M Spitzer
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Zsofia R Stangl
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Joachim Strengbom
- Department of Ecology, Swedish University of Agricultural Sciences, Uppsala, Sweden
| | - Maja K Sundqvist
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - David A Wardle
- Department of Environmental Science and Ecology, Umeå University, Umeå, Sweden
| | - Björn D Lindahl
- Department of Soil Science, Swedish University of Agricultural Sciences, Uppsala, Sweden
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2
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Tong CHM, Noumonvi KD, Ratcliffe J, Laudon H, Järveoja J, Drott A, Nilsson MB, Peichl M. A drained nutrient-poor peatland forest in boreal Sweden constitutes a net carbon sink after integrating terrestrial and aquatic fluxes. Glob Chang Biol 2024; 30:e17246. [PMID: 38501699 DOI: 10.1111/gcb.17246] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Revised: 02/15/2024] [Accepted: 02/27/2024] [Indexed: 03/20/2024]
Abstract
Northern peatlands provide a globally important carbon (C) store. Since the beginning of the 20th century, however, large areas of natural peatlands have been drained for biomass production across Fennoscandia. Today, drained peatland forests constitute a common feature of the managed boreal landscape, yet their ecosystem C balance and associated climate impact are not well understood, particularly within the nutrient-poor boreal region. In this study, we estimated the net ecosystem carbon balance (NECB) from a nutrient-poor drained peatland forest and an adjacent natural mire in northern Sweden by integrating terrestrial carbon dioxide (CO2 ) and methane (CH4 ) fluxes with aquatic losses of dissolved organic C (DOC) and inorganic C based on eddy covariance and stream discharge measurements, respectively, over two hydrological years. Since the forest included a dense spruce-birch area and a sparse pine area, we were able to further evaluate the effect of contrasting forest structure on the NECB and component fluxes. We found that the drained peatland forest was a net C sink with a 2-year mean NECB of -115 ± 5 g C m-2 year-1 while the adjacent mire was close to C neutral with 14.6 ± 1.7 g C m-2 year-1 . The NECB of the drained peatland forest was dominated by the net CO2 exchange (net ecosystem exchange [NEE]), whereas NEE and DOC export fluxes contributed equally to the mire NECB. We further found that the C sink strength in the sparse pine forest area (-153 ± 8 g C m-2 year-1 ) was about 1.5 times as high as in the dense spruce-birch forest area (-95 ± 8 g C m-2 year-1 ) due to enhanced C uptake by ground vegetation and lower DOC export. Our study suggests that historically drained peatland forests in nutrient-poor boreal regions may provide a significant net ecosystem C sink and associated climate benefits.
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Affiliation(s)
- Cheuk Hei Marcus Tong
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Koffi Dodji Noumonvi
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Joshua Ratcliffe
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
- Unit for Field-Based Forest Research, Swedish University of Agricultural Sciences, Vindeln, Sweden
| | - Hjalmar Laudon
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Järvi Järveoja
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | | | - Mats B Nilsson
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Matthias Peichl
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
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3
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Tang ACI, Flechard CR, Arriga N, Papale D, Stoy PC, Buchmann N, Cuntz M, Douros J, Fares S, Knohl A, Šigut L, Simioni G, Timmermans R, Grünwald T, Ibrom A, Loubet B, Mammarella I, Belelli Marchesini L, Nilsson M, Peichl M, Rebmann C, Schmidt M, Bernhofer C, Berveiller D, Cremonese E, El-Madany TS, Gharun M, Gianelle D, Hörtnagl L, Roland M, Varlagin A, Fu Z, Heinesch B, Janssens I, Kowalska N, Dušek J, Gerosa G, Mölder M, Tuittila ES, Loustau D. Detection and attribution of an anomaly in terrestrial photosynthesis in Europe during the COVID-19 lockdown. Sci Total Environ 2023; 903:166149. [PMID: 37567315 DOI: 10.1016/j.scitotenv.2023.166149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/25/2023] [Revised: 08/04/2023] [Accepted: 08/06/2023] [Indexed: 08/13/2023]
Abstract
Carbon dioxide (CO2) uptake by plant photosynthesis, referred to as gross primary production (GPP) at the ecosystem level, is sensitive to environmental factors, including pollutant exposure, pollutant uptake, and changes in the scattering of solar shortwave irradiance (SWin) - the energy source for photosynthesis. The 2020 spring lockdown due to COVID-19 resulted in improved air quality and atmospheric transparency, providing a unique opportunity to assess the impact of air pollutants on terrestrial ecosystem functioning. However, detecting these effects can be challenging as GPP is influenced by other meteorological drivers and management practices. Based on data collected from 44 European ecosystem-scale CO2 flux monitoring stations, we observed significant changes in spring GPP at 34 sites during 2020 compared to 2015-2019. Among these, 14 sites showed an increase in GPP associated with higher SWin, 10 sites had lower GPP linked to atmospheric and soil dryness, and seven sites were subjected to management practices. The remaining three sites exhibited varying dynamics, with one experiencing colder and rainier weather resulting in lower GPP, and two showing higher GPP associated with earlier spring melts. Analysis using the regional atmospheric chemical transport model (LOTOS-EUROS) indicated that the ozone (O3) concentration remained relatively unchanged at the research sites, making it unlikely that O3 exposure was the dominant factor driving the primary production anomaly. In contrast, SWin increased by 9.4 % at 36 sites, suggesting enhanced GPP possibly due to reduced aerosol optical depth and cloudiness. Our findings indicate that air pollution and cloudiness may weaken the terrestrial carbon sink by up to 16 %. Accurate and continuous ground-based observations are crucial for detecting and attributing subtle changes in terrestrial ecosystem functioning in response to environmental and anthropogenic drivers.
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Affiliation(s)
- Angela Che Ing Tang
- ISPA, Bordeaux Sciences Agro, INRAE, Villenave d'Ornon, France; Department of Environmental Sciences, University of Toledo, Toledo, OH, USA.
| | | | - Nicola Arriga
- Joint Research Centre, European Commission, Ispra, Italy
| | - Dario Papale
- University of Tuscia DIBAF, Viterbo, Italy; EuroMediterranean Center on Climate Change, CMCC IAFES, Viterbo, Italy
| | - Paul C Stoy
- Department of Biological Systems Engineering, University of Wisconsin-Madison, Madison, WI, USA
| | - Nina Buchmann
- Department of Environmental Systems Science, ETH Zurich, Zurich, Switzerland
| | - Matthias Cuntz
- Université de Lorraine, AgroParisTech, INRAE, UMR Silva, Nancy, France
| | - John Douros
- Royal Netherlands Meteorological Institute (KNMI), De Bilt, The Netherlands
| | - Silvano Fares
- National Research Council of Italy, Institute for Agriculture and Forestry Systems in the Mediterranean, Naples, Italy
| | | | - Ladislav Šigut
- Department of Matter and Energy Fluxes, Global Change Research Institute of the Czech Academy of Sciences, Brno, Czech Republic
| | | | - Renske Timmermans
- Climate Air and Sustainability Unit, Netherlands Organisation for Applied Scientific Research (TNO), Utrecht, The Netherlands
| | - Thomas Grünwald
- Faculty of Environmental Sciences, Institute of Hydrology and Meteorology, Technische Universität Dresden, Tharandt, Germany
| | - Andreas Ibrom
- Technical University of Denmark (DTU), DTU-Sustain, Kgs. Lyngby, Denmark
| | - Benjamin Loubet
- UMR ECOSYS, AgroParisTech, INRAE, Université Paris-Saclay, Thiverval-Grignon, France
| | - Ivan Mammarella
- Institute for Atmospheric and Earth System Research/Physics, University of Helsinki, Helsinki, Finland
| | | | - Mats Nilsson
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Matthias Peichl
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Corinna Rebmann
- Department of Computational Hydrosystems, Helmholtz Centre for Environmental Research - UFZ, Leipzig, Germany
| | - Marius Schmidt
- Institute of Bio- and Geosciences: Agrosphere (IBG-3), Jülich Research Centre, Jülich, Germany
| | - Christian Bernhofer
- Faculty of Environmental Sciences, Institute of Hydrology and Meteorology, Technische Universität Dresden, Tharandt, Germany
| | - Daniel Berveiller
- Université Paris-Saclay, CNRS, AgroParisTech, Ecologie Systématique et Evolution, Orsay, France
| | - Edoardo Cremonese
- Environmental Protection Agency of Aosta Valley - Climate Change Unit, Saint-Christophe, Italy
| | - Tarek S El-Madany
- Max Planck Institute for Biogeochemistry, Department of Biogeochemical Integration, Jena, Germany
| | - Mana Gharun
- Department of Environmental Systems Science, ETH Zurich, Zurich, Switzerland; Faculty of Geosciences, University of Münster, Münster, Germany
| | - Damiano Gianelle
- Research and Innovation Centre, Fondazione Edmund Mach, San Michele all'Adige, Italy
| | - Lukas Hörtnagl
- Department of Environmental Systems Science, ETH Zurich, Zurich, Switzerland
| | - Marilyn Roland
- Department of Biology, University of Antwerp, Wilrijk, Belgium
| | - Andrej Varlagin
- A.N. Severtsov Institute of Ecology and Evolution, Russian Academy of Sciences, Moscow, Russia
| | - Zheng Fu
- Laboratoire des Sciences du Climat et de l'Environnement, LSCE/IPSL, CEA-CNRS-UVSQ, Université Paris-Saclay, Gif-sur-Yvette, France
| | - Bernard Heinesch
- TERRA Teaching and Research Centre, University of Liege, Gembloux, Belgium
| | - Ivan Janssens
- Department of Biology, University of Antwerp, Wilrijk, Belgium
| | - Natalia Kowalska
- Department of Matter and Energy Fluxes, Global Change Research Institute of the Czech Academy of Sciences, Brno, Czech Republic
| | - Jiří Dušek
- Department of Matter and Energy Fluxes, Global Change Research Institute of the Czech Academy of Sciences, Brno, Czech Republic
| | | | - Meelis Mölder
- Department of Physical Geography and Ecosystem Science, Lund University, Lund, Sweden
| | | | - Denis Loustau
- ISPA, Bordeaux Sciences Agro, INRAE, Villenave d'Ornon, France
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Laudon H, Mosquera V, Eklöf K, Järveoja J, Karimi S, Krasnova A, Peichl M, Pinkwart A, Tong CHM, Wallin MB, Zannella A, Hasselquist EM. Consequences of rewetting and ditch cleaning on hydrology, water quality and greenhouse gas balance in a drained northern landscape. Sci Rep 2023; 13:20218. [PMID: 37980440 PMCID: PMC10657473 DOI: 10.1038/s41598-023-47528-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Accepted: 11/14/2023] [Indexed: 11/20/2023] Open
Abstract
Drainage for forestry has created ~ 1 million km of artificial waterways in Sweden, making it one of the largest human-induced environmental disturbances in the country. These extensive modifications of both peatland and mineral soil dominated landscapes still carry largely unknown, but potentially enormous environmental legacy effects. However, the consequences of contemporary ditch management strategies, such as hydrological restoration via ditch blocking or enhancing forest drainage to promote biomass production via ditch cleaning, on water resources and greenhouse gas (GHG) fluxes are unclear. To close the gap between science and management, we have developed a unique field research platform to experimentally evaluate key environmental strategies for drained northern landscapes with the aim to avoid further environmental degeneration. The Trollberget Experimental Area (TEA) includes replicated and controlled treatments applied at the catchment scale based on a BACI approach (before-after and control-impact). The treatments represent the dominant ecosystem types impacted by ditching in Sweden and the boreal zone: (1) rewetting of a drained peatland, (2) ditch cleaning in productive upland forests and (3) leaving these ditches unmanaged. Here we describe the TEA platform, report initial results, suggest ways forward for how to best manage this historical large-scale alteration of the boreal landscape, as well as warn against applying these treatments broadly before more long-term results are reported.
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Affiliation(s)
- Hjalmar Laudon
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden.
| | - Virginia Mosquera
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Karin Eklöf
- Department of Aquatic Sciences and Assessment, Swedish University of Agriculture Sciences, Uppsala, Sweden
| | - Järvi Järveoja
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Shirin Karimi
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Alisa Krasnova
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Matthias Peichl
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Alexander Pinkwart
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Cheuk Hei Marcus Tong
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Marcus B Wallin
- Department of Aquatic Sciences and Assessment, Swedish University of Agriculture Sciences, Uppsala, Sweden
| | - Alberto Zannella
- Department of Aquatic Sciences and Assessment, Swedish University of Agriculture Sciences, Uppsala, Sweden
| | - Eliza Maher Hasselquist
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
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5
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Ehnvall B, Ågren AM, Nilsson MB, Ratcliffe JL, Noumonvi KD, Peichl M, Lidberg W, Giesler R, Mörth CM, Öquist MG. Catchment characteristics control boreal mire nutrient regime and vegetation patterns over ~5000 years of landscape development. Sci Total Environ 2023; 895:165132. [PMID: 37379918 DOI: 10.1016/j.scitotenv.2023.165132] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Revised: 06/21/2023] [Accepted: 06/23/2023] [Indexed: 06/30/2023]
Abstract
Vegetation holds the key to many properties that make natural mires unique, such as surface microtopography, high biodiversity values, effective carbon sequestration and regulation of water and nutrient fluxes across the landscape. Despite this, landscape controls behind mire vegetation patterns have previously been poorly described at large spatial scales, which limits the understanding of basic drivers underpinning mire ecosystem services. We studied catchment controls on mire nutrient regimes and vegetation patterns using a geographically constrained natural mire chronosequence along the isostatically rising coastline in Northern Sweden. By comparing mires of different ages, we can partition vegetation patterns caused by long-term mire succession (<5000 years) and present-day vegetation responses to catchment eco-hydrological settings. We used the remote sensing based normalized difference vegetation index (NDVI) to describe mire vegetation and combined peat physicochemical measures with catchment properties to identify the most important factors that determine mire NDVI. We found strong evidence that mire NDVI depends on nutrient inputs from the catchment area or underlying mineral soil, especially concerning phosphorus and potassium concentrations. Steep mire and catchment slopes, dry conditions and large catchment areas relative to mire areas were associated with higher NDVI. We also found long-term successional patterns, with lower NDVI in older mires. Importantly, the NDVI should be used to describe mire vegetation patterns in open mires if the focus is on surface vegetation, since the canopy cover in tree-covered mires completely dominated the NDVI signal. With our study approach, we can quantitatively describe the connection between landscape properties and mire nutrient regime. Our results confirm that mire vegetation responds to the upslope catchment area, but importantly, also suggest that mire and catchment aging can override the role of catchment influence. This effect was clear across mires of all ages, but was strongest in younger mires.
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Affiliation(s)
- Betty Ehnvall
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Skogsmarksgränd 17, 90183 Umeå, Sweden.
| | - Anneli M Ågren
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Skogsmarksgränd 17, 90183 Umeå, Sweden
| | - Mats B Nilsson
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Skogsmarksgränd 17, 90183 Umeå, Sweden
| | - Joshua L Ratcliffe
- Unit for Field-Based Forest Research, Swedish University of Agricultural Sciences, 922 91 Vindeln, Sweden
| | - Koffi Dodji Noumonvi
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Skogsmarksgränd 17, 90183 Umeå, Sweden
| | - Matthias Peichl
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Skogsmarksgränd 17, 90183 Umeå, Sweden
| | - William Lidberg
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Skogsmarksgränd 17, 90183 Umeå, Sweden
| | - Reiner Giesler
- Climate Impacts Research Centre Umeå, Sweden, Department of Ecology and Environmental Sciences, Umeå University, 90736 Umeå, Sweden
| | - Carl-Magnus Mörth
- Department of Geological Sciences, Stockholm University, Svante Arrheniusväg 8, 10691 Stockholm, Sweden
| | - Mats G Öquist
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Skogsmarksgränd 17, 90183 Umeå, Sweden
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6
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Larson J, Wallerman J, Peichl M, Laudon H. Soil moisture controls the partitioning of carbon stocks across a managed boreal forest landscape. Sci Rep 2023; 13:14909. [PMID: 37689813 PMCID: PMC10492834 DOI: 10.1038/s41598-023-42091-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Accepted: 09/05/2023] [Indexed: 09/11/2023] Open
Abstract
Boreal forests sequester and store vast carbon (C) pools that may be subject to significant feedback effects induced by climatic warming. The boreal landscape consists of a mosaic of forests and peatlands with wide variation in total C stocks, making it important to understand the factors controlling C pool sizes in different ecosystems. We therefore quantified the total C stocks in the organic layer, mineral soil, and tree biomass in 430 plots across a 68 km2 boreal catchment. The organic layer held the largest C pool, accounting for 39% of the total C storage; tree and mineral C pools accounted for 38% and 23%, respectively. The size of the soil C pool was positively related to modelled soil moisture conditions, especially in the organic soil layer (R2 = 0.50). Conversely, the tree C pool exhibited a unimodal relationship: storage was highest under intermediate wetness conditions. The magnitude and variation in the total soil C stocks observed in this work were comparable to those found at the national level in Sweden, suggesting that C accumulation in boreal landscapes is more sensitive to local variation resulting primarily from differences in soil moisture conditions than to regional differences in climate, nitrogen deposition, and parent material.
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Affiliation(s)
- Johannes Larson
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, 901 83, Umeå, Sweden.
| | - Jörgen Wallerman
- Department of Forest Resource Management, Swedish University of Agricultural Sciences, 901 83, Umeå, Sweden
| | - Matthias Peichl
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, 901 83, Umeå, Sweden
| | - Hjalmar Laudon
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, 901 83, Umeå, Sweden
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7
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Marshall JD, Tarvainen L, Zhao P, Lim H, Wallin G, Näsholm T, Lundmark T, Linder S, Peichl M. Components explain, but do eddy fluxes constrain? Carbon budget of a nitrogen-fertilized boreal Scots pine forest. New Phytol 2023; 239:2166-2179. [PMID: 37148187 DOI: 10.1111/nph.18939] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/05/2022] [Accepted: 03/22/2023] [Indexed: 05/08/2023]
Abstract
Nitrogen (N) fertilization increases biomass and soil organic carbon (SOC) accumulation in boreal pine forests, but the underlying mechanisms remain uncertain. At two Scots pine sites, one undergoing annual N fertilization and the other a reference, we sought to explain these responses. We measured component fluxes, including biomass production, SOC accumulation, and respiration, and summed them into carbon budgets. We compared the resulting summations to ecosystem fluxes measured by eddy covariance. N fertilization increased most component fluxes (P < 0.05), especially SOC accumulation (20×). Only fine-root, mycorrhiza, and exudate production decreased, by 237 (SD = 28) g C m-2 yr-1 . Stemwood production increases were ascribed to this partitioning shift, gross primary production (GPP), and carbon-use efficiency, in that order. The methods agreed in their estimates of GPP in both stands (P > 0.05), but the components detected an increase in net ecosystem production (NEP) (190 (54) g C m-2 yr-1 ; P < 0.01) that eddy covariance did not (19 (62) g C m-2 yr-1 ; ns). The pairing of plots, the simplicity of the sites, and the strength of response provide a compelling description of N effects on the C budget. However, the disagreement between methods calls for further paired tests of N fertilization effects in simple forest ecosystems.
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Affiliation(s)
- John D Marshall
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences (SLU), Umeå, SE-901 83, Sweden
- Leibniz-Zentrum für Agrarlandschaftsforschung, Isotopen-Biogeochemie and Gasflüsse, Müncheberg, 15374, Germany
| | - Lasse Tarvainen
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences (SLU), Umeå, SE-901 83, Sweden
- Department of Biological and Environmental Sciences, University of Gothenburg, Gothenburg, SE-405 30, Sweden
| | - Peng Zhao
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences (SLU), Umeå, SE-901 83, Sweden
| | - Hyungwoo Lim
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences (SLU), Umeå, SE-901 83, Sweden
- Institute of Ecology and Earth Sciences, University of Tartu, Juhan Liivi 2, Tartu, 50409, Estonia
| | - Göran Wallin
- Department of Biological and Environmental Sciences, University of Gothenburg, Gothenburg, SE-405 30, Sweden
- Environmental Change Institute, School of Geography and the Environment, University of Oxford, South Parks Road, Oxford, OX1 3QY, UK
| | - Torgny Näsholm
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences (SLU), Umeå, SE-901 83, Sweden
| | - Tomas Lundmark
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences (SLU), Umeå, SE-901 83, Sweden
| | - Sune Linder
- Southern Swedish Forest Research Centre, SLU, PO Box 190, Lomma, SE-234 22, Sweden
| | - Matthias Peichl
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences (SLU), Umeå, SE-901 83, Sweden
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8
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Peichl M, Martínez-García E, Fransson JES, Wallerman J, Laudon H, Lundmark T, Nilsson MB. On the uncertainty in estimates of the carbon balance recovery time after forest clear-cutting. Glob Chang Biol 2023; 29:e1-e3. [PMID: 37260194 DOI: 10.1111/gcb.16772] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Revised: 05/05/2023] [Accepted: 05/06/2023] [Indexed: 06/02/2023]
Abstract
An essential metric for describing carbon dynamics in managed forest landscapes is the recovery time of the carbon balance after clear-cutting. Here, we demonstrate how the age-dependent mathematical trajectory is affected by both the selected model and data availability, leading to considerable uncertainty in the modelling of the net ecosystem production (NEP) over stand age. We further show that the initial carbon loss estimates associated with the timing of the source-sink transition (SST) are significant, but may have a limited effect on the total carbon sequestration at the end of the standard (RP, 120 years) or optimal (OCS) rotation periods.
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Affiliation(s)
- Matthias Peichl
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences (SLU), Umeå, Sweden
| | - Eduardo Martínez-García
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences (SLU), Umeå, Sweden
| | - Johan E S Fransson
- Department of Forest Resource Management, Swedish University of Agricultural Sciences (SLU), Umeå, Sweden
| | - Jörgen Wallerman
- Department of Forestry and Wood Technology, Linnaeus University, Växjö, Sweden
| | - Hjalmar Laudon
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences (SLU), Umeå, Sweden
| | - Tomas Lundmark
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences (SLU), Umeå, Sweden
| | - Mats B Nilsson
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences (SLU), Umeå, Sweden
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9
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Ueyama M, Knox SH, Delwiche KB, Bansal S, Riley WJ, Baldocchi D, Hirano T, McNicol G, Schafer K, Windham-Myers L, Poulter B, Jackson RB, Chang KY, Chen J, Chu H, Desai AR, Gogo S, Iwata H, Kang M, Mammarella I, Peichl M, Sonnentag O, Tuittila ES, Ryu Y, Euskirchen ES, Göckede M, Jacotot A, Nilsson MB, Sachs T. Modeled production, oxidation, and transport processes of wetland methane emissions in temperate, boreal, and Arctic regions. Glob Chang Biol 2023; 29:2313-2334. [PMID: 36630533 DOI: 10.1111/gcb.16594] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Accepted: 12/14/2022] [Indexed: 05/28/2023]
Abstract
Wetlands are the largest natural source of methane (CH4 ) to the atmosphere. The eddy covariance method provides robust measurements of net ecosystem exchange of CH4 , but interpreting its spatiotemporal variations is challenging due to the co-occurrence of CH4 production, oxidation, and transport dynamics. Here, we estimate these three processes using a data-model fusion approach across 25 wetlands in temperate, boreal, and Arctic regions. Our data-constrained model-iPEACE-reasonably reproduced CH4 emissions at 19 of the 25 sites with normalized root mean square error of 0.59, correlation coefficient of 0.82, and normalized standard deviation of 0.87. Among the three processes, CH4 production appeared to be the most important process, followed by oxidation in explaining inter-site variations in CH4 emissions. Based on a sensitivity analysis, CH4 emissions were generally more sensitive to decreased water table than to increased gross primary productivity or soil temperature. For periods with leaf area index (LAI) of ≥20% of its annual peak, plant-mediated transport appeared to be the major pathway for CH4 transport. Contributions from ebullition and diffusion were relatively high during low LAI (<20%) periods. The lag time between CH4 production and CH4 emissions tended to be short in fen sites (3 ± 2 days) and long in bog sites (13 ± 10 days). Based on a principal component analysis, we found that parameters for CH4 production, plant-mediated transport, and diffusion through water explained 77% of the variance in the parameters across the 19 sites, highlighting the importance of these parameters for predicting wetland CH4 emissions across biomes. These processes and associated parameters for CH4 emissions among and within the wetlands provide useful insights for interpreting observed net CH4 fluxes, estimating sensitivities to biophysical variables, and modeling global CH4 fluxes.
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Grants
- JPMXD1420318865 Arctic Challenge for Sustainability II
- 1936752 Arctic Observatory Program of the National Science Foundation
- 1503912 Arctic Observatory Program of the National Science Foundation
- 1107892 Arctic Observatory Program of the National Science Foundation
- NSF DEB-1026415 Bonanza Creek Long-Term Ecological Research Program funded by the National Science Foundation
- DEB-1636476 Bonanza Creek Long-Term Ecological Research Program funded by the National Science Foundation
- California Department of Water Resources, CA Fish and Wildlife
- Canada Research Chairs, Canada Foundation for Innovation Leaders Opportunity Fund
- 3119871 ICOS-Finland
- 20K21849 JSPS KAKENHI
- 2022003640002 Ministry of Environment of Korea
- Natural Sciences and Engineering Research Council Discovery Grant Programs
- NSF LTREB 2011276 NSF Long-Term Research in Environmental Biology Program
- Reducing Uncertainties in Biogeochemical Interactions through Synthesis and Computation (RUBISCO) Scientific Focus Area, Office of Biological and Environmental Research of the U.S. Department of Energy Office of Science
- PJ014892022022 Rural Development Administration
- SNO Tourbières, CNRS-INSU
- DE-AC02-05CH11231 U.S. Department of Energy
- U.S. Geological Survey, Ecosystems Mission Area, Land Change Science Program
- 7544821 US DOE Ameriflux
- Order 224 US Geological Survey, Research Work
- VH-NG-821 Helmholtz Association of German Research Centres
- 341348 Academy of Finland project N-PERM
- 101056921 Horizon Europe project GreenFeedBack
- U.S. Geological Survey, John Wesley Powell Center for Analysis and Synthesis
- U.S. Geological Survey, Water Mission Area, Earth Systems Processes Division
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Affiliation(s)
- Masahito Ueyama
- Graduate School of Agriculture, Osaka Metropolitan University, Sakai, Japan
| | - Sara H Knox
- Department of Geography, The University of British Columbia, Vancouver, Canada
| | - Kyle B Delwiche
- Department of Environmental Science, Policy & Management, UC Berkeley, Berkeley, California, USA
| | - Sheel Bansal
- U.S. Geological Survey, Northern Prairie Wildlife Research Center, Jamestown, North Dakota, USA
| | - William J Riley
- Climate and Ecosystem Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - Dennis Baldocchi
- Department of Environmental Science, Policy & Management, UC Berkeley, Berkeley, California, USA
| | - Takashi Hirano
- Research Faculty of Agriculture, Hokkaido University, Sapporo, Japan
| | - Gavin McNicol
- Department of Earth and Environmental Sciences, University of Illinois Chicago, Chicago, Illinois, USA
| | - Karina Schafer
- Department of Earth and Env Science, Rutgers University Newark, Newark, New Jersey, USA
| | | | - Benjamin Poulter
- NASA Goddard Space Flight Center, Biospheric Sciences Laboratory, Greenbelt, Maryland, USA
| | - Robert B Jackson
- Department of Earth System Science, Stanford University, Stanford, California, USA
| | - Kuang-Yu Chang
- Climate and Ecosystem Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - Jiquen Chen
- Department of Geography, Environment, and Spatial Sciences, Michigan State University, East Lansing, Michigan, USA
| | - Housen Chu
- Climate and Ecosystem Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - Ankur R Desai
- Dept of Atmospheric and Oceanic Sciences, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Sébastien Gogo
- ECOBIO (Écosystèmes, Biodiversité, Évolution), Université Rennes 1, CNRS UMR 6553, Rennes, France
| | - Hiroki Iwata
- Department of Environmental Science, Faculty of Science, Shinshu University, Matsumoto, Japan
| | - Minseok Kang
- National Center for Agro Meteorology, Seoul, South Korea
| | - Ivan Mammarella
- Institute for Atmospheric and Earth System Research/Physics, Faculty of Science, University of Helsinki, Helsinki, Finland
| | - Matthias Peichl
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Oliver Sonnentag
- Université de Montréal, Département de géographie, Université de Montréal, Montréal, Quebec, Canada
| | | | - Youngryel Ryu
- Department of Landscape Architecture and Rural Systems Engineering, Seoul National University, Seoul, South Korea
| | - Eugénie S Euskirchen
- University of Alaska Fairbanks, Institute of Arctic Biology, Fairbanks, Alaska, USA
| | - Mathias Göckede
- Max Planck Institute for Biogeochemistry, Department of Biogeochemical Signals, Jena, Germany
| | | | - Mats B Nilsson
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Torsten Sachs
- GFZ German Research Centre for Geosciences, Telegrafenberg, Potsdam, Germany
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10
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Peichl M, Martínez‐García E, Fransson JES, Wallerman J, Laudon H, Lundmark T, Nilsson MB. Landscape-variability of the carbon balance across managed boreal forests. Glob Chang Biol 2023; 29:1119-1132. [PMID: 36464908 PMCID: PMC10108254 DOI: 10.1111/gcb.16534] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/22/2022] [Accepted: 10/17/2022] [Indexed: 06/17/2023]
Abstract
Boreal forests are important global carbon (C) sinks and, therefore, considered as a key element in climate change mitigation policies. However, their actual C sink strength is uncertain and under debate, particularly for the actively managed forests in the boreal regions of Fennoscandia. In this study, we use an extensive set of biometric- and chamber-based C flux data collected in 50 forest stands (ranging from 5 to 211 years) over 3 years (2016-2018) with the aim to explore the variations of the annual net ecosystem production (NEP; i.e., the ecosystem C balance) across a 68 km2 managed boreal forest landscape in northern Sweden. Our results demonstrate that net primary production rather than heterotrophic respiration regulated the spatio-temporal variations of NEP across the heterogeneous mosaic of the managed boreal forest landscape. We further find divergent successional patterns of NEP in our managed forests relative to naturally regenerating boreal forests, including (i) a fast recovery of the C sink function within the first decade after harvest due to the rapid establishment of a productive understory layer and (ii) a sustained C sink in old stands (131-211 years). We estimate that the rotation period for optimum C sequestration extends to 138 years, which over multiple rotations results in a long-term C sequestration rate of 86.5 t C ha-1 per rotation. Our study highlights the potential of forest management to maximize C sequestration of boreal forest landscapes and associate climate change mitigation effects by developing strategies that optimize tree biomass production rather than heterotrophic soil C emissions.
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Affiliation(s)
- Matthias Peichl
- Department of Forest Ecology and ManagementSwedish University of Agricultural Sciences (SLU)UmeåSweden
| | - Eduardo Martínez‐García
- Department of Forest Ecology and ManagementSwedish University of Agricultural Sciences (SLU)UmeåSweden
| | - Johan E. S. Fransson
- Department of Forest Resource ManagementSwedish University of Agricultural Sciences (SLU)UmeåSweden
- Department of Forestry and Wood TechnologyLinnaeus UniversityVäxjöSweden
| | - Jörgen Wallerman
- Department of Forest Resource ManagementSwedish University of Agricultural Sciences (SLU)UmeåSweden
| | - Hjalmar Laudon
- Department of Forest Ecology and ManagementSwedish University of Agricultural Sciences (SLU)UmeåSweden
| | - Tomas Lundmark
- Department of Forest Ecology and ManagementSwedish University of Agricultural Sciences (SLU)UmeåSweden
| | - Mats B. Nilsson
- Department of Forest Ecology and ManagementSwedish University of Agricultural Sciences (SLU)UmeåSweden
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11
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Lembrechts JJ, van den Hoogen J, Aalto J, Ashcroft MB, De Frenne P, Kemppinen J, Kopecký M, Luoto M, Maclean IMD, Crowther TW, Bailey JJ, Haesen S, Klinges DH, Niittynen P, Scheffers BR, Van Meerbeek K, Aartsma P, Abdalaze O, Abedi M, Aerts R, Ahmadian N, Ahrends A, Alatalo JM, Alexander JM, Allonsius CN, Altman J, Ammann C, Andres C, Andrews C, Ardö J, Arriga N, Arzac A, Aschero V, Assis RL, Assmann JJ, Bader MY, Bahalkeh K, Barančok P, Barrio IC, Barros A, Barthel M, Basham EW, Bauters M, Bazzichetto M, Marchesini LB, Bell MC, Benavides JC, Benito Alonso JL, Berauer BJ, Bjerke JW, Björk RG, Björkman MP, Björnsdóttir K, Blonder B, Boeckx P, Boike J, Bokhorst S, Brum BNS, Brůna J, Buchmann N, Buysse P, Camargo JL, Campoe OC, Candan O, Canessa R, Cannone N, Carbognani M, Carnicer J, Casanova‐Katny A, Cesarz S, Chojnicki B, Choler P, Chown SL, Cifuentes EF, Čiliak M, Contador T, Convey P, Cooper EJ, Cremonese E, Curasi SR, Curtis R, Cutini M, Dahlberg CJ, Daskalova GN, de Pablo MA, Della Chiesa S, Dengler J, Deronde B, Descombes P, Di Cecco V, Di Musciano M, Dick J, Dimarco RD, Dolezal J, Dorrepaal E, Dušek J, Eisenhauer N, Eklundh L, Erickson TE, Erschbamer B, Eugster W, Ewers RM, Exton DA, Fanin N, Fazlioglu F, Feigenwinter I, Fenu G, Ferlian O, Fernández Calzado MR, Fernández‐Pascual E, Finckh M, Higgens RF, Forte TGW, Freeman EC, Frei ER, Fuentes‐Lillo E, García RA, García MB, Géron C, Gharun M, Ghosn D, Gigauri K, Gobin A, Goded I, Goeckede M, Gottschall F, Goulding K, Govaert S, Graae BJ, Greenwood S, Greiser C, Grelle A, Guénard B, Guglielmin M, Guillemot J, Haase P, Haider S, Halbritter AH, Hamid M, Hammerle A, Hampe A, Haugum SV, Hederová L, Heinesch B, Helfter C, Hepenstrick D, Herberich M, Herbst M, Hermanutz L, Hik DS, Hoffrén R, Homeier J, Hörtnagl L, Høye TT, Hrbacek F, Hylander K, Iwata H, Jackowicz‐Korczynski MA, Jactel H, Järveoja J, Jastrzębowski S, Jentsch A, Jiménez JJ, Jónsdóttir IS, Jucker T, Jump AS, Juszczak R, Kanka R, Kašpar V, Kazakis G, Kelly J, Khuroo AA, Klemedtsson L, Klisz M, Kljun N, Knohl A, Kobler J, Kollár J, Kotowska MM, Kovács B, Kreyling J, Lamprecht A, Lang SI, Larson C, Larson K, Laska K, le Maire G, Leihy RI, Lens L, Liljebladh B, Lohila A, Lorite J, Loubet B, Lynn J, Macek M, Mackenzie R, Magliulo E, Maier R, Malfasi F, Máliš F, Man M, Manca G, Manco A, Manise T, Manolaki P, Marciniak F, Matula R, Mazzolari AC, Medinets S, Medinets V, Meeussen C, Merinero S, Mesquita RDCG, Meusburger K, Meysman FJR, Michaletz ST, Milbau A, Moiseev D, Moiseev P, Mondoni A, Monfries R, Montagnani L, Moriana‐Armendariz M, Morra di Cella U, Mörsdorf M, Mosedale JR, Muffler L, Muñoz‐Rojas M, Myers JA, Myers‐Smith IH, Nagy L, Nardino M, Naujokaitis‐Lewis I, Newling E, Nicklas L, Niedrist G, Niessner A, Nilsson MB, Normand S, Nosetto MD, Nouvellon Y, Nuñez MA, Ogaya R, Ogée J, Okello J, Olejnik J, Olesen JE, Opedal ØH, Orsenigo S, Palaj A, Pampuch T, Panov AV, Pärtel M, Pastor A, Pauchard A, Pauli H, Pavelka M, Pearse WD, Peichl M, Pellissier L, Penczykowski RM, Penuelas J, Petit Bon M, Petraglia A, Phartyal SS, Phoenix GK, Pio C, Pitacco A, Pitteloud C, Plichta R, Porro F, Portillo‐Estrada M, Poulenard J, Poyatos R, Prokushkin AS, Puchalka R, Pușcaș M, Radujković D, Randall K, Ratier Backes A, Remmele S, Remmers W, Renault D, Risch AC, Rixen C, Robinson SA, Robroek BJM, Rocha AV, Rossi C, Rossi G, Roupsard O, Rubtsov AV, Saccone P, Sagot C, Sallo Bravo J, Santos CC, Sarneel JM, Scharnweber T, Schmeddes J, Schmidt M, Scholten T, Schuchardt M, Schwartz N, Scott T, Seeber J, Segalin de Andrade AC, Seipel T, Semenchuk P, Senior RA, Serra‐Diaz JM, Sewerniak P, Shekhar A, Sidenko NV, Siebicke L, Siegwart Collier L, Simpson E, Siqueira DP, Sitková Z, Six J, Smiljanic M, Smith SW, Smith‐Tripp S, Somers B, Sørensen MV, Souza JJLL, Souza BI, Souza Dias A, Spasojevic MJ, Speed JDM, Spicher F, Stanisci A, Steinbauer K, Steinbrecher R, Steinwandter M, Stemkovski M, Stephan JG, Stiegler C, Stoll S, Svátek M, Svoboda M, Tagesson T, Tanentzap AJ, Tanneberger F, Theurillat J, Thomas HJD, Thomas AD, Tielbörger K, Tomaselli M, Treier UA, Trouillier M, Turtureanu PD, Tutton R, Tyystjärvi VA, Ueyama M, Ujházy K, Ujházyová M, Uogintas D, Urban AV, Urban J, Urbaniak M, Ursu T, Vaccari FP, Van de Vondel S, van den Brink L, Van Geel M, Vandvik V, Vangansbeke P, Varlagin A, Veen GF, Veenendaal E, Venn SE, Verbeeck H, Verbrugggen E, Verheijen FGA, Villar L, Vitale L, Vittoz P, Vives‐Ingla M, von Oppen J, Walz J, Wang R, Wang Y, Way RG, Wedegärtner REM, Weigel R, Wild J, Wilkinson M, Wilmking M, Wingate L, Winkler M, Wipf S, Wohlfahrt G, Xenakis G, Yang Y, Yu Z, Yu K, Zellweger F, Zhang J, Zhang Z, Zhao P, Ziemblińska K, Zimmermann R, Zong S, Zyryanov VI, Nijs I, Lenoir J. Global maps of soil temperature. Glob Chang Biol 2022; 28:3110-3144. [PMID: 34967074 PMCID: PMC9303923 DOI: 10.1111/gcb.16060] [Citation(s) in RCA: 48] [Impact Index Per Article: 24.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Accepted: 10/27/2021] [Indexed: 05/05/2023]
Abstract
Research in global change ecology relies heavily on global climatic grids derived from estimates of air temperature in open areas at around 2 m above the ground. These climatic grids do not reflect conditions below vegetation canopies and near the ground surface, where critical ecosystem functions occur and most terrestrial species reside. Here, we provide global maps of soil temperature and bioclimatic variables at a 1-km2 resolution for 0-5 and 5-15 cm soil depth. These maps were created by calculating the difference (i.e. offset) between in situ soil temperature measurements, based on time series from over 1200 1-km2 pixels (summarized from 8519 unique temperature sensors) across all the world's major terrestrial biomes, and coarse-grained air temperature estimates from ERA5-Land (an atmospheric reanalysis by the European Centre for Medium-Range Weather Forecasts). We show that mean annual soil temperature differs markedly from the corresponding gridded air temperature, by up to 10°C (mean = 3.0 ± 2.1°C), with substantial variation across biomes and seasons. Over the year, soils in cold and/or dry biomes are substantially warmer (+3.6 ± 2.3°C) than gridded air temperature, whereas soils in warm and humid environments are on average slightly cooler (-0.7 ± 2.3°C). The observed substantial and biome-specific offsets emphasize that the projected impacts of climate and climate change on near-surface biodiversity and ecosystem functioning are inaccurately assessed when air rather than soil temperature is used, especially in cold environments. The global soil-related bioclimatic variables provided here are an important step forward for any application in ecology and related disciplines. Nevertheless, we highlight the need to fill remaining geographic gaps by collecting more in situ measurements of microclimate conditions to further enhance the spatiotemporal resolution of global soil temperature products for ecological applications.
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Affiliation(s)
- Jonas J. Lembrechts
- Research Group PLECO (Plants and Ecosystems)University of AntwerpWilrijkBelgium
| | - Johan van den Hoogen
- Department of Environmental Systems ScienceInstitute of Integrative BiologyETH ZürichZürichSwitzerland
| | - Juha Aalto
- Finnish Meteorological InstituteHelsinkiFinland
- Department of Geosciences and GeographyUniversity of HelsinkiFinland
| | - Michael B. Ashcroft
- Centre for Sustainable Ecosystem Solutions, School of Earth, Atmospheric and Life SciencesUniversity of WollongongWollongongNew South WalesAustralia
- Australian MuseumSydneyAustralia
| | - Pieter De Frenne
- Forest & Nature LabDepartment of EnvironmentGhent UniversityMelle‐GontrodeBelgium
| | | | - Martin Kopecký
- Institute of Botany of the Czech Academy of SciencesPrůhoniceCzech Republic
- Faculty of Forestry and Wood SciencesCzech University of Life Sciences PraguePrague 6 ‐ SuchdolCzech Republic
| | - Miska Luoto
- Department of Geosciences and GeographyUniversity of HelsinkiFinland
| | - Ilya M. D. Maclean
- Environment and Sustainability InstituteUniversity of ExeterPenryn CampusPenrynUK
| | - Thomas W. Crowther
- Department of Environmental Systems ScienceInstitute of Integrative BiologyETH ZürichZürichSwitzerland
| | | | - Stef Haesen
- Department of Earth and Environmental SciencesKU LeuvenLeuvenBelgium
| | - David H. Klinges
- School of Natural Resources and EnvironmentUniversity of FloridaGainesvilleFloridaUSA
- Smithsonian Environmental Research CenterEdgewaterMarylandUSA
| | - Pekka Niittynen
- Department of Geosciences and GeographyUniversity of HelsinkiFinland
| | - Brett R. Scheffers
- Department of Wildlife Ecology and ConservationUniversity of FloridaGainesvilleFloridaUSA
| | | | - Peter Aartsma
- Department of Natural Sciences and Environmental HealthUniversity of South‐Eastern NorwayBøNorway
| | - Otar Abdalaze
- Alpine Ecosystems Research ProgramInstitute of EcologyIlia State UniversityTbilisiGeorgia
| | - Mehdi Abedi
- Department of Range ManagementFaculty of Natural Resources and Marine SciencesTarbiat Modares UniversityNoorIran
| | - Rien Aerts
- Department of Ecological ScienceVrije Universiteit AmsterdamThe Netherlands
| | - Negar Ahmadian
- Department of Range ManagementFaculty of Natural Resources and Marine SciencesTarbiat Modares UniversityNoorIran
| | | | | | - Jake M. Alexander
- Department of Environmental Systems ScienceInstitute of Integrative BiologyETH ZurichZürichSwitzerland
| | | | - Jan Altman
- Institute of Botany of the Czech Academy of SciencesPrůhoniceCzech Republic
- Faculty of Forestry and Wood SciencesCzech University of Life Sciences PraguePrague 6 ‐ SuchdolCzech Republic
| | - Christof Ammann
- Department of Agroecology and EnvironmentAgroscope Research InstituteZürichSwitzerland
| | - Christian Andres
- Department of Environmental Systems ScienceETH ZurichZurichSwitzerland
| | | | - Jonas Ardö
- Department of Physical Geography and Ecosystem ScienceLund UniversityLundSweden
| | - Nicola Arriga
- European CommissionJoint Research Centre (JRC)IspraItaly
| | | | - Valeria Aschero
- Facultad de Ciencias Exactas y NaturalesUniversidad Nacional de CuyoMendozaArgentina
- Instituto Argentino de NivologiáGlaciologiá y Ciencias Ambientales (IANIGLA)CONICETCCT‐MendozaMendozaArgentina
| | | | - Jakob Johann Assmann
- Center for Sustainable Landscapes Under Global ChangeDepartment of BiologyAarhus UniversityAarhus CDenmark
- Center for Biodiversity Dynamics in a Changing WorldDepartment of BiologyAarhus UniversityAarhus CDenmark
| | - Maaike Y. Bader
- Ecological Plant GeographyFaculty of GeographyUniversity of MarburgMarburgGermany
| | - Khadijeh Bahalkeh
- Department of Range ManagementFaculty of Natural Resources and Marine SciencesTarbiat Modares UniversityNoorIran
| | - Peter Barančok
- Institute of Landscape Ecology Slovak Academy of SciencesBratislavaSlovakia
| | - Isabel C. Barrio
- Faculty of Environmental and Forest SciencesAgricultural University of IcelandReykjavíkIceland
| | - Agustina Barros
- Instituto Argentino de NivologiáGlaciologiá y Ciencias Ambientales (IANIGLA)CONICETCCT‐MendozaMendozaArgentina
| | - Matti Barthel
- Department of Environmental Systems ScienceETH ZurichZurichSwitzerland
| | - Edmund W. Basham
- School of Natural Resources and EnvironmentUniversity of FloridaGainesvilleFloridaUSA
| | - Marijn Bauters
- Isotope Bioscience Laboratory ‐ ISOFYSGhent UniversityGentBelgium
| | - Manuele Bazzichetto
- Université de RennesCNRSEcoBio (Ecosystèmes, biodiversité, évolution) ‐ UMR 6553RennesFrance
| | - Luca Belelli Marchesini
- Department of Sustainable Agro‐ecosystems and Bioresources, Research and Innovation CentreFondazione Edmund MachSan Michele all’AdigeItaly
| | | | | | | | - Bernd J. Berauer
- Institute of Landscape and Plant EcologyDepartment of Plant EcologyUniversity of HohenheimStuttgartGermany
- Disturbance EcologyBayCEERUniversity of BayreuthBayreuthGermany
| | - Jarle W. Bjerke
- Norwegian Institute for Nature ResearchFRAM ‐ High North Research Centre for Climate and the EnvironmentTromsøNorway
| | - Robert G. Björk
- Department of Earth SciencesUniversity of GothenburgGothenburgSweden
- Gothenburg Global Biodiversity CentreGothenburgSweden
| | - Mats P. Björkman
- Department of Earth SciencesUniversity of GothenburgGothenburgSweden
- Gothenburg Global Biodiversity CentreGothenburgSweden
| | - Katrin Björnsdóttir
- Department of Biological and Environmental SciencesUniversity of GothenburgGothenburgSweden
| | - Benjamin Blonder
- Department of Environmental Science, Policy, and ManagementUniversity of CaliforniaBerkeleyCaliforniaUSA
| | - Pascal Boeckx
- Isotope Bioscience Laboratory ‐ ISOFYSGhent UniversityGentBelgium
| | - Julia Boike
- Alfred Wegener Institute Helmholtz Center for Polar and Marine ResearchTelegrafenberg A45PotsdamGermany
- Geography DepartmentHumboldt‐Universität zu BerlinGermany
| | - Stef Bokhorst
- Department of Ecological ScienceVrije Universiteit AmsterdamThe Netherlands
| | - Bárbara N. S. Brum
- Pós‐Graduação em Ciências de Florestas TropicaisInstituto Nacional de Pesquisas da AmazôniaManausBrasil
| | - Josef Brůna
- Institute of Botany of the Czech Academy of SciencesPrůhoniceCzech Republic
| | - Nina Buchmann
- Department of Environmental Systems ScienceETH ZurichZurichSwitzerland
| | - Pauline Buysse
- UMR ECOSYS INRAEUinversité Paris SaclayAgroParisTechFrance
| | - José Luís Camargo
- Biological Dynamics of Forest Fragments ProjectBDFFPInstituto Nacional de Pesquisas da AmazôniaManausBrazil
| | - Otávio C. Campoe
- Department of Forest SciencesFederal University of LavrasLavrasBrazil
| | - Onur Candan
- Faculty of Arts and SciencesDepartment of Molecular Biology and GeneticsOrdu UniversityOrduTurkey
| | - Rafaella Canessa
- Ecological Plant GeographyFaculty of GeographyUniversity of MarburgMarburgGermany
- Plant Ecology GroupDepartment of Evolution and EcologyUniversity of TübingenTübingenGermany
| | - Nicoletta Cannone
- Department of Science and High TechnologyInsubria UniversityComoItaly
| | - Michele Carbognani
- Department of Chemistry, Life Sciences and Environmental SustainabilityUniversity of ParmaParmaItaly
| | - Jofre Carnicer
- Department of Evolutionary Biology, Ecology and Environmental SciencesBiodiversity Research Institute (IRBio)University of BarcelonaBarcelonaSpain
- CREAFE08193 Bellaterra (Cerdanyola del Vallès)Spain
| | - Angélica Casanova‐Katny
- Laboratorio de Ecofisiología Vegetal y Cambio ClimáticoLaboratorio de Ecofisiología Vegetal y Cambio ClimáticoDepartamento de Ciencias Veterinarias y Salud PúblicaUniversidad Católica de TemucoCampus Luis Rivas del Canto and Núcleo de Estudios Ambientales (NEA)Facultad de Recursos NaturalesUniversidad Católica de TemucoTemucoChile
| | - Simone Cesarz
- German Centre for Integrative Biodiversity Research (iDiv) Halle‐Jena‐LeipzigLeipzigGermany
- Institute of BiologyLeipzig UniversityLeipzigGermany
| | - Bogdan Chojnicki
- Laboratory of BioclimatologyDepartment of Ecology and Environmental ProtectionPoznan University of Life SciencesPoznanPoland
| | - Philippe Choler
- Univ. Grenoble AlpesUniv. Savoie Mont BlancCNRSLECAGrenobleFrance
- Univ. Grenoble AlpesUniv. Savoie Mont BlancCNRSLTSER Zone Atelier AlpesGrenobleFrance
| | - Steven L. Chown
- Securing Antarctica's Environmental FutureSchool of Biological SciencesMonash UniversityMelbourneVictoriaAustralia
| | - Edgar F. Cifuentes
- Forest Ecology and Conservation GroupDepartment of Plant SciencesUniversity of CambridgeCambridgeUK
| | - Marek Čiliak
- Faculty of Ecology and Environmental SciencesTechnical University in ZvolenZvolenSlovakia
| | - Tamara Contador
- Millennium Institute Biodiversity of Antarctic and Subantarctic Ecosystems (BASE)University Austral of ChileValdiviaChile
- Cape Horn International Center (CHIC)Puerto WilliamsChile
| | - Peter Convey
- British Antarctic SurveyNERC, High CrossCambridgeUK
| | - Elisabeth J. Cooper
- Department of Arctic and Marine BiologyFaculty of Biosciences Fisheries and EconomicsUiT‐The Arctic University of NorwayTromsøNorway
| | - Edoardo Cremonese
- Climate Change UnitEnvironmental Protection Agency of Aosta ValleyItaly
| | - Salvatore R. Curasi
- Department of Biological SciencesUniversity of Notre DameNotre DameIndianaUSA
| | - Robin Curtis
- Environment and Sustainability InstituteUniversity of ExeterPenryn CampusPenrynUK
| | | | - C. Johan Dahlberg
- Department of EcologyEnvironment and Plant Sciences and Bolin Centre for Climate ResearchStockholm UniversityStockholmSweden
- The County Administrative Board of Västra GötalandGothenburgSweden
| | | | | | | | - Jürgen Dengler
- German Centre for Integrative Biodiversity Research (iDiv) Halle‐Jena‐LeipzigLeipzigGermany
- Vegetation EcologyInstitute of Natural Resource Sciences (IUNR)ZHAW Zurich University of Applied SciencesWädenswilSwitzerland
- Plant EcologyBayreuth Center of Ecology and Environmental Research (BayCEER)University of BayreuthBayreuthGermany
| | | | | | - Valter Di Cecco
- Majella Seed BankMajella National ParkColle MadonnaLama dei PeligniItaly
| | - Michele Di Musciano
- Department of Life, Health and Environmental SciencesUniversity of L'AquilaL'AquilaItaly
| | - Jan Dick
- UK Centre for Ecology and HydrologyPenicuikUK
| | - Romina D. Dimarco
- Grupo de Ecología de Poblaciones de InsectosIFAB (INTA ‐ CONICET)BarilocheArgentina
- Department of Biology and BiochemistryUniversity of HoustonHoustonTexasUSA
| | - Jiri Dolezal
- Institute of Botany of the Czech Academy of SciencesPrůhoniceCzech Republic
- Faculty of ScienceDepartment of BotanyUniversity of South BohemiaČeské BudějoviceCzech Republic
| | - Ellen Dorrepaal
- Climate Impacts Research CentreDepartment of Ecology and Environmental ScienceUmeå UniversityAbiskoSweden
| | - Jiří Dušek
- Global Change Research InstituteAcademy of Sciences of the Czech RepublicCzech Republic
| | - Nico Eisenhauer
- German Centre for Integrative Biodiversity Research (iDiv) Halle‐Jena‐LeipzigLeipzigGermany
- Institute of BiologyLeipzig UniversityLeipzigGermany
| | - Lars Eklundh
- Department of Physical Geography and Ecosystem ScienceLund UniversityLundSweden
| | - Todd E. Erickson
- School of Biological SciencesThe University of Western AustraliaCrawleyWestern AustraliaAustralia
- Kings Park ScienceDepartment of Biodiversity, Conservation and AttractionsKings ParkAustralia
| | - Brigitta Erschbamer
- Department of BotanyFaculty of BiologyUniversity of InnsbruckInnsbruckAustria
| | - Werner Eugster
- Department of Environmental Systems ScienceETH ZurichZurichSwitzerland
| | | | | | - Nicolas Fanin
- INRAEBordeaux Sciences AgroUMR 1391 ISPAVillenave d'OrnonFrance
| | - Fatih Fazlioglu
- Faculty of Arts and SciencesDepartment of Molecular Biology and GeneticsOrdu UniversityOrduTurkey
| | - Iris Feigenwinter
- Department of Environmental Systems ScienceETH ZurichZurichSwitzerland
| | - Giuseppe Fenu
- Department of Life and Environmental SciencesUniversity of CagliariCagliariItaly
| | - Olga Ferlian
- German Centre for Integrative Biodiversity Research (iDiv) Halle‐Jena‐LeipzigLeipzigGermany
- Institute of BiologyLeipzig UniversityLeipzigGermany
| | | | | | - Manfred Finckh
- Institute for Plant Science and MicrobiologyUniversity of HamburgHamburgGermany
| | | | - T'ai G. W. Forte
- Department of Chemistry, Life Sciences and Environmental SustainabilityUniversity of ParmaParmaItaly
| | - Erika C. Freeman
- Ecosystems and Global Change GroupDepartment of Plant SciencesUniversity of CambridgeCambridgeUK
| | - Esther R. Frei
- WSL Institute for Snow and Avalanche Research SLFDavos DorfSwitzerland
- Climate Change, Extremes and Natural Hazards in Alpine Regions Research Center CERCDavos DorfSwitzerland
- Swiss Federal Institute for Forest, Snow and Landscape Research WSLBirmensdorfSwitzerland
| | - Eduardo Fuentes‐Lillo
- Research Group PLECO (Plants and Ecosystems)University of AntwerpWilrijkBelgium
- Laboratorio de Invasiones Biológicas (LIB)Facultad de Ciencias ForestalesUniversidad de ConcepciónConcepciónChile
- School of Education and Social SciencesAdventist University of ChileChile
| | - Rafael A. García
- Laboratorio de Invasiones Biológicas (LIB)Facultad de Ciencias ForestalesUniversidad de ConcepciónConcepciónChile
- Instituto de Ecología y Biodiversidad (IEB)SantiagoChile
| | | | - Charly Géron
- Research Group PLECO (Plants and Ecosystems)University of AntwerpWilrijkBelgium
- Biodiversity and LandscapeTERRA Research CentreGembloux Agro‐Bio TechUniversity of LiègeGemblouxBelgium
| | - Mana Gharun
- Department of Environmental Systems ScienceETH ZurichZurichSwitzerland
| | - Dany Ghosn
- Department of Geo‐information in Environmental ManagementMediterranean Agronomic Institute of ChaniaChaniaGreece
| | - Khatuna Gigauri
- Department of Environmental Management and PolicyGeorgian Institute of Public AffairsTbilisiGeorgia
| | - Anne Gobin
- Flemish Institute for Technological ResearchMolBelgium
- Department of Earth and Environmental ScienceFaculty of BioScience EngineeringKULeuvenBelgium
| | - Ignacio Goded
- European CommissionJoint Research Centre (JRC)IspraItaly
| | - Mathias Goeckede
- Department of Biogeochemical SignalsMax Planck Institute for BiogeochemistryJenaGermany
| | - Felix Gottschall
- German Centre for Integrative Biodiversity Research (iDiv) Halle‐Jena‐LeipzigLeipzigGermany
- Institute of BiologyLeipzig UniversityLeipzigGermany
| | - Keith Goulding
- Sustainable Agricultural Sciences DepartmentRothamsted ResearchHarpendenUK
| | - Sanne Govaert
- Forest & Nature LabDepartment of EnvironmentGhent UniversityMelle‐GontrodeBelgium
| | - Bente Jessen Graae
- Department of BiologyNorwegian University of Science and TechnologyTrondheimNorway
| | - Sarah Greenwood
- Biodiversity, Wildlife and Ecosystem HealthBiomedical SciencesUniversity of EdinburghEdinburghUK
| | - Caroline Greiser
- Department of EcologyEnvironment and Plant Sciences and Bolin Centre for Climate ResearchStockholm UniversityStockholmSweden
| | - Achim Grelle
- Department of EcologySwedish University of Agricultural SciencesUppsalaSweden
| | - Benoit Guénard
- School of Biological SciencesThe University of Hong KongHong Kong SARChina
| | - Mauro Guglielmin
- Department of Theoretical and Applied SciencesInsubria UniversityVareseItaly
| | - Joannès Guillemot
- CIRAD, UMR Eco&SolsMontpellierFrance
- Eco&SolsUniv MontpellierCIRADINRAEIRDMontpellier SupAgroMontpellierFrance
| | - Peter Haase
- Senckenberg Research Institute and Natural History Museum FrankfurtGelnhausenGermany
- Faculty of BiologyUniversity of Duisburg‐EssenEssenGermany
| | - Sylvia Haider
- German Centre for Integrative Biodiversity Research (iDiv) Halle‐Jena‐LeipzigLeipzigGermany
- Institute of Biology / Geobotany and Botanical GardenMartin Luther University Halle‐WittenbergHalle (Saale)Germany
| | - Aud H. Halbritter
- Department of Biological Sciences and Bjerknes Centre for Climate ResearchUniversity of BergenBergenNorway
| | - Maroof Hamid
- Centre for Biodiversity and TaxonomyDepartment of BotanyUniversity of KashmirSrinagarIndia
| | - Albin Hammerle
- Department of EcologyUniversity of InnsbruckInnsbruckAustria
| | | | - Siri V. Haugum
- Department of Biological Sciences and Bjerknes Centre for Climate ResearchUniversity of BergenBergenNorway
- The Heathland CentreAlverNorway
| | - Lucia Hederová
- Institute of Botany of the Czech Academy of SciencesPrůhoniceCzech Republic
| | - Bernard Heinesch
- TERRA Teaching and Research CenterFaculty of Gembloux Agro‐Bio TechUniversity of LiegeGemblouxBelgium
| | | | - Daniel Hepenstrick
- Vegetation EcologyInstitute of Natural Resource SciencesZHAW Zurich University of Applied SciencesGrüentalSwitzerland
| | - Maximiliane Herberich
- Institute for BotanyUniversity of Natural Resources and Life Sciences Vienna (BOKU)ViennaAustria
| | - Mathias Herbst
- Centre for Agrometeorological Research (ZAMF)German Meteorological Service (DWD)BraunschweigGermany
| | - Luise Hermanutz
- Dept of BiologyMemorial UniversitySt. John'sNewfoundlandCanada
| | - David S. Hik
- Department of Biological SciencesSimon Fraser UniversityBurnabyBritish ColumbiaCanada
| | - Raúl Hoffrén
- Department of GeographyUniversity of ZaragozaZaragozaSpain
| | - Jürgen Homeier
- Faculty of Resource ManagementHAWK University of Applied Sciences and ArtsGöttingenGermany
- Plant EcologyAlbrecht‐von‐Haller‐Institute for Plant SciencesGeorg‐August University of GöttingenGöttingenGermany
| | - Lukas Hörtnagl
- Department of Environmental Systems ScienceETH ZurichZurichSwitzerland
| | - Toke T. Høye
- Department of Ecoscience and Arctic Research CentreAarhus UniversityRøndeDenmark
| | - Filip Hrbacek
- Department of GeographyFaculty of ScienceMasaryk UniversityBrnoCzech Republic
| | - Kristoffer Hylander
- Department of EcologyEnvironment and Plant Sciences and Bolin Centre for Climate ResearchStockholm UniversityStockholmSweden
| | - Hiroki Iwata
- Department of Environmental ScienceShinshu UniversityMatsumotoJapan
| | - Marcin Antoni Jackowicz‐Korczynski
- Department of Physical Geography and Ecosystem ScienceLund UniversityLundSweden
- Department of Ecoscience and Arctic Research CentreAarhus UniversityRoskildeDenmark
| | | | - Järvi Järveoja
- Department of Forest Ecology and ManagementSwedish University of Agricultural SciencesUmeåSweden
| | - Szymon Jastrzębowski
- Department of Silviculture and Forest Tree GeneticsForest Research InstituteRaszynPoland
| | - Anke Jentsch
- Disturbance EcologyBayCEERUniversity of BayreuthBayreuthGermany
- Bayreuth Center of Ecology and Environmental ResearchBayreuthGermany
| | - Juan J. Jiménez
- ARAID/IPE‐CSICPyrenean Institute of EcologyAvda. Llano de la VictoriaSpain
| | | | - Tommaso Jucker
- School of Biological SciencesUniversity of BristolBristolUK
| | - Alistair S. Jump
- Biological and Environmental SciencesFaculty of Natural SciencesUniversity of StirlingScotland
| | - Radoslaw Juszczak
- Laboratory of BioclimatologyDepartment of Ecology and Environmental ProtectionPoznan University of Life SciencesPoznanPoland
| | - Róbert Kanka
- Institute of Landscape Ecology Slovak Academy of SciencesBratislavaSlovakia
| | - Vít Kašpar
- Institute of Botany of the Czech Academy of SciencesPrůhoniceCzech Republic
- Faculty of Environmental SciencesCzech University of Life Sciences PraguePrague 6 ‐ SuchdolCzech Republic
| | - George Kazakis
- Department of Geo‐information in Environmental ManagementMediterranean Agronomic Institute of ChaniaChaniaGreece
| | - Julia Kelly
- Centre for Environmental and Climate ScienceLund UniversityLundSweden
| | - Anzar A. Khuroo
- Centre for Biodiversity and TaxonomyDepartment of BotanyUniversity of KashmirSrinagarIndia
| | - Leif Klemedtsson
- Department of Earth SciencesUniversity of GothenburgGothenburgSweden
| | - Marcin Klisz
- Department of Silviculture and Forest Tree GeneticsForest Research InstituteRaszynPoland
| | - Natascha Kljun
- Centre for Environmental and Climate ScienceLund UniversityLundSweden
| | | | | | - Jozef Kollár
- Institute of Landscape Ecology Slovak Academy of SciencesBratislavaSlovakia
| | - Martyna M. Kotowska
- Plant EcologyAlbrecht‐von‐Haller‐Institute for Plant SciencesGeorg‐August University of GöttingenGöttingenGermany
| | - Bence Kovács
- Centre for Ecological ResearchInstitute of Ecology and BotanyVácrátótHungary
| | - Juergen Kreyling
- Experimental Plant EcologyInstitute of Botany and Landscape EcologyUniversity of GreifswaldGreifswaldGermany
| | - Andrea Lamprecht
- GLORIA CoordinationInstitute for Interdisciplinary Mountain ResearchAustrian Academy of Sciences (ÖAW) & Department of Integrative Biology and Biodiversity ResearchUniversity of Natural Resources and Life SciencesViennaAustria
| | - Simone I. Lang
- Department of Arctic BiologyThe University Centre in Svalbard (UNIS)Longyearbyen, SvalbardNorway
| | - Christian Larson
- Department of Land Resources and Environmental SciencesMontana State UniversityBozemanMontanaUSA
| | - Keith Larson
- Climate Impacts Research CentreDepartment of Ecology and Environmental SciencesUmeå UniversityAbiskoSweden
| | - Kamil Laska
- Department of GeographyFaculty of ScienceMasaryk UniversityBrnoCzech Republic
- Centre for Polar EcologyFaculty of ScienceUniversity of South BohemiaČeské BudějoviceCzech Republic
| | - Guerric le Maire
- CIRAD, UMR Eco&SolsMontpellierFrance
- Eco&SolsUniv MontpellierCIRADINRAEIRDMontpellier SupAgroMontpellierFrance
| | - Rachel I. Leihy
- School of Biological SciencesMonash UniversityMelbourneVictoriaAustralia
| | - Luc Lens
- Terrestrial Ecology UnitDepartment of BiologyGhent UniversityGentBelgium
| | - Bengt Liljebladh
- Department of Earth SciencesUniversity of GothenburgGothenburgSweden
| | - Annalea Lohila
- Finnish Meteorological InstituteClimate System ResearchHelsinkiFinland
- INAR Institute for Atmospheric and Earth System Research/PhysicsFaculty of ScienceUniversity of HelsinkiFinland
| | - Juan Lorite
- Department of BotanyUniversity of GranadaGranadaSpain
- Interuniversity Institute for Earth System ResearchUniversity of GranadaGranadaSpain
| | | | - Joshua Lynn
- Department of Biological Sciences and Bjerknes Centre for Climate ResearchUniversity of BergenBergenNorway
| | - Martin Macek
- Institute of Botany of the Czech Academy of SciencesPrůhoniceCzech Republic
| | - Roy Mackenzie
- Millennium Institute Biodiversity of Antarctic and Subantarctic Ecosystems (BASE)University Austral of ChileValdiviaChile
| | - Enzo Magliulo
- CNR Institute for Agricultural and Forestry Systems in the MediterraneanPortici (Napoli)Italy
| | - Regine Maier
- Department of Environmental Systems ScienceETH ZurichZurichSwitzerland
| | - Francesco Malfasi
- Department of Science and High TechnologyInsubria UniversityComoItaly
| | - František Máliš
- Faculty of ForestryTechnical University in ZvolenZvolenSlovakia
| | - Matěj Man
- Institute of Botany of the Czech Academy of SciencesPrůhoniceCzech Republic
| | - Giovanni Manca
- European CommissionJoint Research Centre (JRC)IspraItaly
| | - Antonio Manco
- CNR Institute for Agricultural and Forestry Systems in the MediterraneanPortici (Napoli)Italy
| | - Tanguy Manise
- TERRA Teaching and Research CenterFaculty of Gembloux Agro‐Bio TechUniversity of LiegeGemblouxBelgium
| | - Paraskevi Manolaki
- School of Pure & Applied SciencesEnvironmental Conservation and Management ProgrammeOpen University of CyprusLatsiaCyprus
- Department of BiologyAarhus UniversityAarhus CDenmark
- Aarhus Institute of Advanced StudiesAIAS Høegh‐Guldbergs Gade 6BAarhusDenmark
| | - Felipe Marciniak
- Pós‐Graduação em Ciências de Florestas TropicaisInstituto Nacional de Pesquisas da AmazôniaManausBrasil
| | - Radim Matula
- Faculty of Forestry and Wood SciencesCzech University of Life Sciences PraguePrague 6 ‐ SuchdolCzech Republic
- Department of Forest Botany, Dendrology and GeobiocoenologyFaculty of Forestry and Wood TechnologyMendel University in BrnoBrnoCzech Republic
| | - Ana Clara Mazzolari
- Instituto Argentino de NivologiáGlaciologiá y Ciencias Ambientales (IANIGLA)CONICETCCT‐MendozaMendozaArgentina
| | - Sergiy Medinets
- Regional Centre for Integrated Environmental MonitoringOdesa National I.I. Mechnikov UniversityOdesaUkraine
- Department of AgroecologyAarhus UniversityTjeleDenmark
- NGO New EnergyKharkivUkraine
| | - Volodymyr Medinets
- Regional Centre for Integrated Environmental MonitoringOdesa National I.I. Mechnikov UniversityOdesaUkraine
| | - Camille Meeussen
- Forest & Nature LabDepartment of EnvironmentGhent UniversityMelle‐GontrodeBelgium
| | - Sonia Merinero
- Department of EcologyEnvironment and Plant Sciences and Bolin Centre for Climate ResearchStockholm UniversityStockholmSweden
| | - Rita de Cássia Guimarães Mesquita
- Biological Dynamics of Forest Fragments ProjectCoordenação de Dinâmica AmbientalInstituto Nacional de Pesquisas da AmazôniaManausBrazil
| | - Katrin Meusburger
- Swiss Federal Institute for Forest, Snow and Landscape Research (WSL)BirmensdorfSwitzerland
| | | | - Sean T. Michaletz
- Department of Botany and Biodiversity Research CentreUniversity of British ColumbiaVancouverBritish ColumbiaCanada
| | - Ann Milbau
- Department of EnvironmentProvince of AntwerpAntwerpenBelgium
| | - Dmitry Moiseev
- Institute of Plant and Animal Ecology of Ural Division of Russian Academy of ScienceEkaterinburgRussia
| | - Pavel Moiseev
- Institute of Plant and Animal Ecology of Ural Division of Russian Academy of ScienceEkaterinburgRussia
| | - Andrea Mondoni
- Department of Earth and Environmental SciencesUniversity of PaviaPaviaItaly
| | | | | | - Mikel Moriana‐Armendariz
- Department of Arctic and Marine BiologyFaculty of Biosciences Fisheries and EconomicsUiT‐The Arctic University of NorwayTromsøNorway
| | - Umberto Morra di Cella
- Climate Change Unit, Environmental Protection Agency of Aosta ValleySaint‐ChristopheItaly
| | | | - Jonathan R. Mosedale
- Environment and Sustainability InstituteUniversity of ExeterPenryn CampusCornwallUK
| | - Lena Muffler
- Plant EcologyAlbrecht‐von‐Haller‐Institute for Plant SciencesGeorg‐August University of GöttingenGöttingenGermany
| | - Miriam Muñoz‐Rojas
- Centre for Ecosystem ScienceSchool of Biological, Earth and Environmental SciencesUNSW SydneySydneyNew South WalesAustralia
- Department of Plant Biology and EcologyUniversity of SevilleSevilleSpain
| | - Jonathan A. Myers
- Department of BiologyWashington University in St. LouisSt. LouisMissouriUSA
| | | | - Laszlo Nagy
- Department of Animal BiologyInstitute of BiologyUniversity of CampinasCampinasBrazil
| | | | - Ilona Naujokaitis‐Lewis
- National Wildlife Research CentreEnvironment and Climate Change CanadaCarleton UniversityOttawaOntarioCanada
| | - Emily Newling
- School of Life and Environmental SciencesDeakin UniversityBurwoodVictoriaAustralia
| | - Lena Nicklas
- Department of BotanyFaculty of BiologyUniversity of InnsbruckInnsbruckAustria
| | - Georg Niedrist
- Institute for Alpine EnvironmentEurac ResearchBozen/BolzanoItaly
| | - Armin Niessner
- Institute of BiologyDepartment of Molecular BotanyUniversity of HohenheimStuttgartGermany
| | - Mats B. Nilsson
- Department of Forest Ecology and ManagementSwedish University of Agricultural SciencesUmeåSweden
| | - Signe Normand
- Center for Sustainable Landscapes Under Global ChangeDepartment of BiologyAarhus UniversityAarhus CDenmark
- Center for Biodiversity Dynamics in a Changing WorldDepartment of BiologyAarhus UniversityAarhus CDenmark
| | - Marcelo D. Nosetto
- Instituto de Matemática Aplicada San LuisIMASL, CONICET and Universidad Nacional de San LuisSan LuisArgentina
- Cátedra de Climatología Agrícola (FCA‐UNER)Entre RíosArgentina
| | - Yann Nouvellon
- CIRAD, UMR Eco&SolsMontpellierFrance
- Eco&SolsUniv MontpellierCIRADINRAEIRDMontpellier SupAgroMontpellierFrance
| | - Martin A. Nuñez
- Department of Biology and BiochemistryUniversity of HoustonHoustonTexasUSA
- Grupo de Ecología de InvasionesINIBIOMACONICET/ Universidad Nacional del ComahueBarilocheArgentina
| | - Romà Ogaya
- CSICGlobal Ecology Unit CREAF‐ CSIC‐UABBellaterraSpain
- CREAFSpain
| | - Jérôme Ogée
- INRAEBordeaux Sciences AgroUMR 1391 ISPAVillenave d'OrnonFrance
| | - Joseph Okello
- Isotope Bioscience Laboratory ‐ ISOFYSGhent UniversityGentBelgium
- Mountains of the Moon UniversityFort PortalUganda
- National Agricultural Research OrganisationMbarara Zonal Agricultural Research and Development InstituteMbararaUganda
| | - Janusz Olejnik
- Laboratory of MeteorologyDepartment of Construction and GeoengineeringFaculty of Environmental Engineering and Mechanical EngineeringPoznan University of Life SciencesPoznanPoland
| | | | | | - Simone Orsenigo
- Department of Earth and Environmental SciencesUniversity of PaviaPaviaItaly
| | - Andrej Palaj
- Institute of Landscape Ecology Slovak Academy of SciencesBratislavaSlovakia
| | - Timo Pampuch
- Institute of Botany and Landscape EcologyUniversity GreifswaldGreifswaldGermany
| | | | - Meelis Pärtel
- Institute of Ecology and Earth SciencesUniversity of TartuTartuEstonia
| | - Ada Pastor
- Department of BiologyAarhus UniversityAarhus CDenmark
| | - Aníbal Pauchard
- Laboratorio de Invasiones Biológicas (LIB)Facultad de Ciencias ForestalesUniversidad de ConcepciónConcepciónChile
- Instituto de Ecología y Biodiversidad (IEB)SantiagoChile
| | - Harald Pauli
- GLORIA CoordinationInstitute for Interdisciplinary Mountain ResearchAustrian Academy of Sciences (ÖAW) & Department of Integrative Biology and Biodiversity ResearchUniversity of Natural Resources and Life SciencesViennaAustria
| | - Marian Pavelka
- Global Change Research InstituteAcademy of Sciences of the Czech RepublicCzech Republic
| | - William D. Pearse
- Department of Biology and Ecology CenterUtah State UniversityLoganUtahUSA
- Department of Life SciencesImperial CollegeAscot, BerkshireUK
| | - Matthias Peichl
- Department of Forest Ecology and ManagementSwedish University of Agricultural SciencesUmeåSweden
| | - Loïc Pellissier
- Landscape EcologyInstitute of Terrestrial EcosystemsDepartment of Environmental Systems ScienceETH ZürichZürichSwitzerland
- Unit of Land Change ScienceSwiss Federal Research Institute WSLBirmensdorfSwitzerland
| | | | - Josep Penuelas
- CSICGlobal Ecology Unit CREAF‐ CSIC‐UABBellaterraSpain
- CREAFSpain
| | - Matteo Petit Bon
- Institute of Botany of the Czech Academy of SciencesPrůhoniceCzech Republic
- Department of Arctic and Marine BiologyFaculty of Biosciences Fisheries and EconomicsUiT‐The Arctic University of NorwayTromsøNorway
- Department of Arctic BiologyThe University Centre in Svalbard (UNIS)Longyearbyen, SvalbardNorway
| | - Alessandro Petraglia
- Department of Chemistry, Life Sciences and Environmental SustainabilityUniversity of ParmaParmaItaly
| | - Shyam S. Phartyal
- School of Ecology and Environment StudiesNalanda UniversityRajgirIndia
| | | | - Casimiro Pio
- CESAM & Department of EnvironmentUniversity of AveiroAveiroPortugal
| | - Andrea Pitacco
- Department of Agronomy, Food, Natural resourcesAnimals and Environment ‐ University of PaduaLegnaroItaly
| | - Camille Pitteloud
- Landscape EcologyInstitute of Terrestrial EcosystemsDepartment of Environmental Systems ScienceETH ZürichZürichSwitzerland
- Unit of Land Change ScienceSwiss Federal Research Institute WSLBirmensdorfSwitzerland
| | - Roman Plichta
- Department of Forest Botany, Dendrology and GeobiocoenologyFaculty of Forestry and Wood TechnologyMendel University in BrnoBrnoCzech Republic
| | - Francesco Porro
- Department of Earth and Environmental SciencesUniversity of PaviaPaviaItaly
| | | | - Jérôme Poulenard
- Univ. Savoie Mont BlancCNRSUniv. Grenoble AlpesEDYTEMChambéryFrance
| | - Rafael Poyatos
- CREAFE08193 Bellaterra (Cerdanyola del Vallès)Spain
- Universitat Autònoma de BarcelonaSpain
| | - Anatoly S. Prokushkin
- Siberian Federal UniversityKrasnoyarskRussia
- V.N. Sukachev Institute of Forest SB RASKrasnoyarskRussia
| | - Radoslaw Puchalka
- Department of Ecology and BiogeographyFaculty of Biological and Veterinary SciencesNicolaus Copernicus UniversityToruńPoland
- Centre for Climate Change ResearchNicolaus Copernicus UniversityToruńPoland
| | - Mihai Pușcaș
- A. Borza Botanic GardenBabeș‐Bolyai UniversityCluj‐NapocaRomania
- Faculty of Biology and GeologyDepartment of Taxonomy and EcologyBabeș‐Bolyai UniversityCluj‐NapocaRomania
- E. G. Racoviță InstituteBabeș‐Bolyai UniversityCluj‐NapocaRomania
| | - Dajana Radujković
- Research Group PLECO (Plants and Ecosystems)University of AntwerpWilrijkBelgium
| | - Krystal Randall
- Centre for Sustainable Ecosystem Solutions, School of Earth, Atmospheric and Life SciencesUniversity of WollongongWollongongNew South WalesAustralia
- Securing Antarctica's Environmental Future, School of Earth, Atmospheric and Life SciencesUniversity of WollongongWollongongNew South WalesAustralia
| | - Amanda Ratier Backes
- German Centre for Integrative Biodiversity Research (iDiv) Halle‐Jena‐LeipzigLeipzigGermany
- Institute of Biology / Geobotany and Botanical GardenMartin Luther University Halle‐WittenbergHalle (Saale)Germany
| | - Sabine Remmele
- Institute of BiologyDepartment of Molecular BotanyUniversity of HohenheimStuttgartGermany
| | - Wolfram Remmers
- University of Applied Sciences TrierEnvironmental Campus BirkenfeldBirkenfeldGermany
| | - David Renault
- Université de RennesCNRSEcoBio (Ecosystèmes, biodiversité, évolution) ‐ UMR 6553RennesFrance
- Institut Universitaire de FranceParisFrance
| | - Anita C. Risch
- Swiss Federal Institute for Forest, Snow and Landscape Research WSLBirmensdorfSwitzerland
| | - Christian Rixen
- WSL Institute for Snow and Avalanche Research SLFDavos DorfSwitzerland
- Climate Change, Extremes and Natural Hazards in Alpine Regions Research Center CERCDavos DorfSwitzerland
| | - Sharon A. Robinson
- Centre for Sustainable Ecosystem Solutions, School of Earth, Atmospheric and Life SciencesUniversity of WollongongWollongongNew South WalesAustralia
- Securing Antarctica's Environmental Future, School of Earth, Atmospheric and Life SciencesUniversity of WollongongWollongongNew South WalesAustralia
| | - Bjorn J. M. Robroek
- Aquatic Ecology and Environmental Biology, Radboud Institute for Environmental and Biological SciencesRadboud University NijmegenNijmegenThe Netherlands
| | - Adrian V. Rocha
- Department of Biological Sciences and the Environmental Change InitiativeUniversity of Notre DameNotre DameIndianaUSA
| | - Christian Rossi
- Swiss National ParkChastè Planta‐WildenbergZernezSwitzerland
- Remote Sensing LaboratoriesDepartment of GeographyUniversity of ZurichZurichSwitzerland
| | - Graziano Rossi
- Department of Earth and Environmental SciencesUniversity of PaviaPaviaItaly
| | - Olivier Roupsard
- CIRADUMR Eco&SolsDakarSenegal
- Eco&SolsUniv MontpellierCIRADINRAE, IRDInstitut AgroMontpellierFrance
- LMI IESOLCentre IRD‐ISRA de Bel AirDakarSenegal
| | | | - Patrick Saccone
- GLORIA CoordinationInstitute for Interdisciplinary Mountain ResearchAustrian Academy of Sciences (ÖAW) & Department of Integrative Biology and Biodiversity ResearchUniversity of Natural Resources and Life SciencesViennaAustria
| | | | - Jhonatan Sallo Bravo
- Universidad Nacional de San Antonio Abad del CuscoCuscoPerú
- Centro de Investigación de la Biodiversidad Wilhelm L. JohannsenCuscoPerú
| | - Cinthya C. Santos
- Biological Dynamics of Forest Fragments Project, PDBFFInstituto Nacional de Pesquisas da AmazôniaManausBrazil
| | - Judith M. Sarneel
- Department of Ecology and Environmental ScienceUmeå UniversityUmeåSweden
| | - Tobias Scharnweber
- Institute of Botany and Landscape EcologyUniversity GreifswaldGreifswaldGermany
| | - Jonas Schmeddes
- Experimental Plant EcologyInstitute of Botany and Landscape EcologyUniversity of GreifswaldGreifswaldGermany
| | - Marius Schmidt
- Institute of Bio‐ and Geosciences (IBG‐3): AgrosphereForschungszentrum Jülich GmbHJülichGermany
| | - Thomas Scholten
- Chair of Soil Science and GeomorphologyDepartment of GeosciencesUniversity of TuebingenTuebingenGermany
| | - Max Schuchardt
- Disturbance EcologyBayCEERUniversity of BayreuthBayreuthGermany
| | - Naomi Schwartz
- Department of GeographyThe University of British ColumbiaVancouverBritish ColumbiaCanada
| | - Tony Scott
- Sustainable Agricultural Sciences DepartmentRothamsted ResearchHarpendenUK
| | - Julia Seeber
- Department of EcologyUniversity of InnsbruckInnsbruckAustria
- Institute for Alpine EnvironmentEurac ResearchBozen/BolzanoItaly
| | | | - Tim Seipel
- Department of Land Resources and Environmental SciencesMontana State UniversityBozemanMontanaUSA
| | | | - Rebecca A. Senior
- Princeton School of Public and International AffairsPrinceton UniversityPrincetonNew JerseyUSA
| | | | - Piotr Sewerniak
- Department of Soil Science and Landscape ManagementFaculty of Earth Sciences and Spatial ManagementNicolaus Copernicus UniversityToruńPoland
| | - Ankit Shekhar
- Department of Environmental Systems ScienceETH ZurichZurichSwitzerland
| | | | | | - Laura Siegwart Collier
- Dept of BiologyMemorial UniversitySt. John'sNewfoundlandCanada
- Terra Nova National ParkParks Canada AgencyGlovertownNewfoundlandCanada
| | - Elizabeth Simpson
- Department of Biology and Ecology CenterUtah State UniversityLoganUtahUSA
| | - David P. Siqueira
- Universidade Estadual do Norte Fluminense Darcy RibeiroRio de JaneiroBrazil
| | - Zuzana Sitková
- National Forest CentreForest Research Institute ZvolenZvolenSlovakia
| | - Johan Six
- Department of Environmental Systems ScienceETH ZurichZurichSwitzerland
| | - Marko Smiljanic
- Institute of Botany and Landscape EcologyUniversity GreifswaldGreifswaldGermany
| | - Stuart W. Smith
- Department of BiologyNorwegian University of Science and TechnologyTrondheimNorway
- Department of Physical GeographyStockholm UniversityStockholmSweden
| | - Sarah Smith‐Tripp
- Department of GeographyUniversity of British ColumbiaVancouverBritish ColumbiaCanada
| | - Ben Somers
- Department of Earth and Environmental SciencesLeuvenBelgium
| | - Mia Vedel Sørensen
- Department of BiologyNorwegian University of Science and TechnologyTrondheimNorway
| | | | - Bartolomeu Israel Souza
- Departamento de Geociências. Cidade UniversitáriaUniversidade Federal da ParaíbaJoão Pessoa ‐ PBBrasil
| | - Arildo Souza Dias
- Biological Dynamics of Forest Fragments Project, PDBFFInstituto Nacional de Pesquisas da AmazôniaManausBrazil
- Department of Physical GeographyGoethe‐Universität FrankfurtFrankfurt am MainGermany
| | - Marko J. Spasojevic
- Department of Evolution, Ecology, and Organismal BiologyUniversity of California RiversideRiversideCaliforniaUSA
| | - James D. M. Speed
- Department of Natural HistoryNTNU University MuseumNorwegian University of Science and TechnologyTrondheimNorway
| | - Fabien Spicher
- UMR 7058 CNRS ‘Ecologie et Dynamique des Systèmes Anthropisés’ (EDYSAN)Univ. de Picardie Jules VerneAmiensFrance
| | - Angela Stanisci
- EnvixLabDipartimento di Bioscienze e TerritorioUniversità degli Studi del MoliseTermoliItaly
| | - Klaus Steinbauer
- GLORIA CoordinationInstitute for Interdisciplinary Mountain ResearchAustrian Academy of Sciences (ÖAW) & Department of Integrative Biology and Biodiversity ResearchUniversity of Natural Resources and Life SciencesViennaAustria
| | - Rainer Steinbrecher
- Institute of Meteorology and Climate Research (IMK)Department of Atmospheric Environmental Research (IFU)Karlsruhe Institute of Technology (KIT)Garmisch‐PartenkirchenGermany
| | | | - Michael Stemkovski
- Department of Biology and Ecology CenterUtah State UniversityLoganUtahUSA
| | - Jörg G. Stephan
- Swedish University of Agricultural SciencesSLU Swedish Species Information CentreUppsalaSweden
| | | | - Stefan Stoll
- University of Applied Sciences TrierEnvironmental Campus BirkenfeldBirkenfeldGermany
- Faculty for BiologyUniversity Duisburg‐EssenEssenGermany
| | - Martin Svátek
- Department of Forest Botany, Dendrology and GeobiocoenologyFaculty of Forestry and Wood TechnologyMendel University in BrnoBrnoCzech Republic
| | - Miroslav Svoboda
- Faculty of Forestry and Wood SciencesCzech University of Life Sciences PraguePrague 6 ‐ SuchdolCzech Republic
| | - Torbern Tagesson
- Department of Physical Geography and Ecosystem ScienceLund UniversityLundSweden
- Department of Geosciences and Natural Resource ManagementUniversity of CopenhagenCopenhagenDenmark
| | - Andrew J. Tanentzap
- Ecosystems and Global Change GroupDepartment of Plant SciencesUniversity of CambridgeCambridgeUK
| | - Franziska Tanneberger
- Experimental Plant EcologyInstitute of Botany and Landscape EcologyUniversity of Greifswald, partner in the Greifswald Mire CentreGreifswaldGermany
| | - Jean‐Paul Theurillat
- Foundation J.‐M. AubertChampex‐LacSwitzerland
- Département de Botanique et Biologie végétaleUniversité de GenèveChambésySwitzerland
| | | | - Andrew D. Thomas
- Department of Geography and Earth SciencesAberystwyth UniversityWalesUK
| | - Katja Tielbörger
- Plant Ecology GroupDepartment of Evolution and EcologyUniversity of TübingenTübingenGermany
| | - Marcello Tomaselli
- Department of Chemistry, Life Sciences and Environmental SustainabilityUniversity of ParmaParmaItaly
| | - Urs Albert Treier
- Center for Sustainable Landscapes Under Global ChangeDepartment of BiologyAarhus UniversityAarhus CDenmark
- Center for Biodiversity Dynamics in a Changing WorldDepartment of BiologyAarhus UniversityAarhus CDenmark
| | - Mario Trouillier
- Institute of Botany and Landscape EcologyUniversity GreifswaldGreifswaldGermany
| | - Pavel Dan Turtureanu
- A. Borza Botanic GardenBabeș‐Bolyai UniversityCluj‐NapocaRomania
- E. G. Racoviță InstituteBabeș‐Bolyai UniversityCluj‐NapocaRomania
- Center for Systematic Biology, Biodiversity and Bioresources ‐ 3BBabeș‐Bolyai UniversityCluj‐NapocaRomania
| | - Rosamond Tutton
- Northern Environmental Geoscience LaboratoryDepartment of Geography and PlanningQueen's UniversityKingstonOntarioCanada
| | - Vilna A. Tyystjärvi
- Department of Geosciences and GeographyUniversity of HelsinkiFinland
- Finnish Meteorological InstHelsinkiFinland
| | - Masahito Ueyama
- Graduate School of Life and Environmental SciencesOsaka Prefecture UniversityJapan
| | - Karol Ujházy
- Faculty of ForestryTechnical University in ZvolenZvolenSlovakia
| | - Mariana Ujházyová
- Faculty of Ecology and Environmental SciencesTechnical University in ZvolenZvolenSlovakia
| | | | - Anastasiya V. Urban
- Department of Forest Botany, Dendrology and GeobiocoenologyFaculty of Forestry and Wood TechnologyMendel University in BrnoBrnoCzech Republic
- V.N. Sukachev Institute of Forest SB RASKrasnoyarskRussia
| | - Josef Urban
- Siberian Federal UniversityKrasnoyarskRussia
- Department of Forest Botany, Dendrology and GeobiocoenologyFaculty of Forestry and Wood TechnologyMendel University in BrnoBrnoCzech Republic
| | - Marek Urbaniak
- Laboratory of MeteorologyDepartment of Construction and GeoengineeringFaculty of Environmental Engineering and Mechanical EngineeringPoznan University of Life SciencesPoznanPoland
| | - Tudor‐Mihai Ursu
- Institute of Biological Research Cluj‐NapocaNational Institute of Research and Development for Biological SciencesBucharestRomania
| | | | - Stijn Van de Vondel
- The Ecosystem Management Research Group (ECOBE)University of AntwerpWilrijk (Antwerpen)Belgium
| | - Liesbeth van den Brink
- Plant Ecology GroupDepartment of Evolution and EcologyUniversity of TübingenTübingenGermany
| | - Maarten Van Geel
- Plant Conservation and Population BiologyDepartment of BiologyKU LeuvenHeverleeBelgium
| | - Vigdis Vandvik
- Department of Biological Sciences and Bjerknes Centre for Climate ResearchUniversity of BergenBergenNorway
| | - Pieter Vangansbeke
- Forest & Nature LabDepartment of EnvironmentGhent UniversityMelle‐GontrodeBelgium
| | - Andrej Varlagin
- A.N. Severtsov Institute of Ecology and EvolutionRussian Academy of SciencesMoscowRussia
| | - G. F. Veen
- Netherlands Institute of EcologyWageningenthe Netherlands
| | - Elmar Veenendaal
- Plant Ecology and Nature Conservation GroupWageningen UniversityWageningenthe Netherlands
| | - Susanna E. Venn
- Centre for Integrative EcologySchool of Life and Environmental SciencesDeakin UniversityBurwoodVictoriaAustralia
| | - Hans Verbeeck
- CAVElab ‐ Computational and Applied Vegetation EcologyDepartment of EnvironmentGhent UniversityGentBelgium
| | - Erik Verbrugggen
- Research Group PLECO (Plants and Ecosystems)University of AntwerpWilrijkBelgium
| | - Frank G. A. Verheijen
- Earth Surface Processes TeamCentre for Environmental and Marine Studies (CESAM)Department of Environment and PlanningUniversity of AveiroAveiroPortugal
| | - Luis Villar
- Instituto Pirenaico de EcologíaIPE‐CSIC. Av. Llano de la VictoriaJaca (Huesca)Spain
| | - Luca Vitale
- CNR ‐ Institute for Agricultural and Forestry Systems in the MediterraneanPorticiItaly
| | - Pascal Vittoz
- Institute of Earth Surface DynamicsFaculty of Geosciences and EnvironmentUniversity of LausanneGéopolisSwitzerland
| | | | - Jonathan von Oppen
- Center for Sustainable Landscapes Under Global ChangeDepartment of BiologyAarhus UniversityAarhus CDenmark
- Center for Biodiversity Dynamics in a Changing WorldDepartment of BiologyAarhus UniversityAarhus CDenmark
| | - Josefine Walz
- Climate Impacts Research CentreDepartment of Ecology and Environmental SciencesUmeå UniversityAbiskoSweden
| | - Runxi Wang
- School of Biological SciencesThe University of Hong KongHong Kong SARChina
| | - Yifeng Wang
- Northern Environmental Geoscience LaboratoryDepartment of Geography and PlanningQueen's UniversityKingstonOntarioCanada
| | - Robert G. Way
- Northern Environmental Geoscience LaboratoryDepartment of Geography and PlanningQueen's UniversityKingstonOntarioCanada
| | | | - Robert Weigel
- Plant EcologyAlbrecht‐von‐Haller‐Institute for Plant SciencesGeorg‐August University of GöttingenGöttingenGermany
| | - Jan Wild
- Institute of Botany of the Czech Academy of SciencesPrůhoniceCzech Republic
- Faculty of Environmental SciencesCzech University of Life Sciences PraguePrague 6 ‐ SuchdolCzech Republic
| | | | - Martin Wilmking
- Institute of Botany and Landscape EcologyUniversity GreifswaldGreifswaldGermany
| | - Lisa Wingate
- INRAEBordeaux Sciences AgroUMR 1391 ISPAVillenave d'OrnonFrance
| | - Manuela Winkler
- GLORIA CoordinationInstitute for Interdisciplinary Mountain ResearchAustrian Academy of Sciences (ÖAW) & Department of Integrative Biology and Biodiversity ResearchUniversity of Natural Resources and Life SciencesViennaAustria
| | - Sonja Wipf
- WSL Institute for Snow and Avalanche Research SLFDavos DorfSwitzerland
- Swiss National ParkChastè Planta‐WildenbergZernezSwitzerland
| | - Georg Wohlfahrt
- Department of EcologyUniversity of InnsbruckInnsbruckAustria
| | | | - Yan Yang
- Institute of Mountain Hazards and EnvironmentChinese Academy of SciencesChengduP.R. China
| | - Zicheng Yu
- MOE Key Laboratory of Geographical Processes and Ecological Security in Changbai MountainsSchool of Geographical SciencesNortheast Normal UniversityChangchunChina
- Department of Earth and Environmental SciencesLehigh UniversityBethlehemPennsylvaniaUSA
| | - Kailiang Yu
- High Meadows Environmental InstitutePrinceton UniversityNew JerseyUSA
| | - Florian Zellweger
- Swiss Federal Institute for Forest, Snow and Landscape Research WSLBirmensdorfSwitzerland
| | - Jian Zhang
- Zhejiang Tiantong Forest Ecosystem National Observation and Research StationSchool of Ecological and Environmental SciencesEast China Normal UniversityShanghaiChina
| | - Zhaochen Zhang
- Zhejiang Tiantong Forest Ecosystem National Observation and Research StationSchool of Ecological and Environmental SciencesEast China Normal UniversityShanghaiChina
| | - Peng Zhao
- Department of Forest Ecology and ManagementSwedish University of Agricultural SciencesUmeåSweden
| | - Klaudia Ziemblińska
- Laboratory of MeteorologyDepartment of Construction and GeoengineeringFaculty of Environmental Engineering and Mechanical EngineeringPoznan University of Life SciencesPoznanPoland
| | - Reiner Zimmermann
- Institute of BiologyDepartment of Molecular BotanyUniversity of HohenheimStuttgartGermany
- Ecological‐Botanical GardensUniversity of BayreuthBayreuthGermany
| | - Shengwei Zong
- Key Laboratory of Geographical Processes and Ecological Security in Changbai MountainsMinistry of EducationSchool of Geographical SciencesNortheast Normal UniversityChangchunChina
| | | | - Ivan Nijs
- Research Group PLECO (Plants and Ecosystems)University of AntwerpWilrijkBelgium
| | - Jonathan Lenoir
- UMR 7058 CNRS ‘Ecologie et Dynamique des Systèmes Anthropisés’ (EDYSAN)Univ. de Picardie Jules VerneAmiensFrance
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12
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Fu Z, Ciais P, Makowski D, Bastos A, Stoy PC, Ibrom A, Knohl A, Migliavacca M, Cuntz M, Šigut L, Peichl M, Loustau D, El-Madany TS, Buchmann N, Gharun M, Janssens I, Markwitz C, Grünwald T, Rebmann C, Mölder M, Varlagin A, Mammarella I, Kolari P, Bernhofer C, Heliasz M, Vincke C, Pitacco A, Cremonese E, Foltýnová L, Wigneron JP. Uncovering the critical soil moisture thresholds of plant water stress for European ecosystems. Glob Chang Biol 2022; 28:2111-2123. [PMID: 34927310 DOI: 10.1111/gcb.16050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/27/2021] [Revised: 11/18/2021] [Accepted: 12/16/2021] [Indexed: 06/14/2023]
Abstract
Understanding the critical soil moisture (SM) threshold (θcrit ) of plant water stress and land surface energy partitioning is a basis to evaluate drought impacts and improve models for predicting future ecosystem condition and climate. Quantifying the θcrit across biomes and climates is challenging because observations of surface energy fluxes and SM remain sparse. Here, we used the latest database of eddy covariance measurements to estimate θcrit across Europe by evaluating evaporative fraction (EF)-SM relationships and investigating the covariance between vapor pressure deficit (VPD) and gross primary production (GPP) during SM dry-down periods. We found that the θcrit and soil matric potential threshold in Europe are 16.5% and -0.7 MPa, respectively. Surface energy partitioning characteristics varied among different vegetation types; EF in savannas had the highest sensitivities to SM in water-limited stage, and the lowest in forests. The sign of the covariance between daily VPD and GPP consistently changed from positive to negative during dry-down across all sites when EF shifted from relatively high to low values. This sign of the covariance changed after longer period of SM decline in forests than in grasslands and savannas. Estimated θcrit from the VPD-GPP covariance method match well with the EF-SM method, showing this covariance method can be used to detect the θcrit . We further found that soil texture dominates the spatial variability of θcrit while shortwave radiation and VPD are the major drivers in determining the spatial pattern of EF sensitivities. Our results highlight for the first time that the sign change of the covariance between daily VPD and GPP can be used as an indicator of how ecosystems transition from energy to SM limitation. We also characterized the corresponding θcrit and its drivers across diverse ecosystems in Europe, an essential variable to improve the representation of water stress in land surface models.
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Affiliation(s)
- Zheng Fu
- Laboratoire des Sciences du Climat et de l'Environnement, LSCE/IPSL, CEA-CNRS-UVSQ, Université Paris-Saclay, Gif-sur-Yvette, France
| | - Philippe Ciais
- Laboratoire des Sciences du Climat et de l'Environnement, LSCE/IPSL, CEA-CNRS-UVSQ, Université Paris-Saclay, Gif-sur-Yvette, France
| | - David Makowski
- Unit Applied Mathematics and Computer Science (UMR 518), INRAE AgroParisTech Université Paris-Saclay, Paris, France
| | - Ana Bastos
- Department Biogeochemical Integration, Max Planck Institute for Biogeochemistry, Jena, Germany
| | - Paul C Stoy
- Department of Biological Systems Engineering, University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - Andreas Ibrom
- Department of Environmental Engineering, Technical University of Denmark, Lyngby, Denmark
| | - Alexander Knohl
- Bioclimatology, Faculty of Forest Sciences and Forest Ecology, University of Goettingen, Göttingen, Germany
| | - Mirco Migliavacca
- Department Biogeochemical Integration, Max Planck Institute for Biogeochemistry, Jena, Germany
| | - Matthias Cuntz
- AgroParisTech, INRAE, UMR Silva, Université de Lorraine, Nancy, France
| | - Ladislav Šigut
- Global Change Research Institute of the Czech Academy of Sciences, Brno, Czech Republic
| | - Matthias Peichl
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Denis Loustau
- ISPA, Bordeaux Sciences Agro, INRAE, Villenave d'Ornon, France
| | - Tarek S El-Madany
- Department Biogeochemical Integration, Max Planck Institute for Biogeochemistry, Jena, Germany
| | - Nina Buchmann
- Department of Environmental Systems Science, ETH Zurich, Zurich, Switzerland
| | - Mana Gharun
- Department of Environmental Systems Science, ETH Zurich, Zurich, Switzerland
| | - Ivan Janssens
- Center of Excellence Global Change Ecology, Department of Biology, University of Antwerp, Wilrijk, Belgium
| | - Christian Markwitz
- Bioclimatology, Faculty of Forest Sciences and Forest Ecology, University of Goettingen, Göttingen, Germany
| | - Thomas Grünwald
- Faculty of Environmental Sciences, Institute of Hydrology and Meteorology, Technische Universit ̈at Dresden, Dresden, Germany
| | - Corinna Rebmann
- Department Computational Hydrosystems, Helmholtz Centre for Environmental Research - UFZ, Leipzig, Germany
| | - Meelis Mölder
- Department of Physical Geography and Ecosystem Science, Lund University, Lund, Sweden
| | - Andrej Varlagin
- A.N. Severtsov Institute of Ecology and Evolution, Russian Academy of Sciences, Moscow, Russia
| | - Ivan Mammarella
- Institute for Atmospheric and Earth System Research/Physics, Faculty of Science, University of Helsinki, Helsinki, Finland
| | - Pasi Kolari
- Institute for Atmospheric and Earth System Research/Physics, Faculty of Science, University of Helsinki, Helsinki, Finland
| | - Christian Bernhofer
- Faculty of Environmental Sciences, Institute of Hydrology and Meteorology, Technische Universit ̈at Dresden, Dresden, Germany
| | - Michal Heliasz
- Centre for Environmental and Climate Research, Lund University, Lund, Sweden
| | - Caroline Vincke
- Earth and Life Institute, Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | | | - Edoardo Cremonese
- Climate Change Unit, Environmental Protection Agency of Aosta Valley, Saint Christophe, Italy
| | - Lenka Foltýnová
- Global Change Research Institute of the Czech Academy of Sciences, Brno, Czech Republic
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Arain MA, Xu B, Brodeur JJ, Khomik M, Peichl M, Beamesderfer E, Restrepo-Couple N, Thorne R. Heat and drought impact on carbon exchange in an age-sequence of temperate pine forests. Ecol Process 2022; 11:7. [PMID: 35127311 PMCID: PMC8786774 DOI: 10.1186/s13717-021-00349-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Accepted: 11/29/2021] [Indexed: 06/14/2023]
Abstract
BACKGROUND Most North American temperate forests are plantation or regrowth forests, which are actively managed. These forests are in different stages of their growth cycles and their ability to sequester atmospheric carbon is affected by extreme weather events. In this study, the impact of heat and drought events on carbon sequestration in an age-sequence (80, 45, and 17 years as of 2019) of eastern white pine (Pinus strobus L.) forests in southern Ontario, Canada was examined using eddy covariance flux measurements from 2003 to 2019. RESULTS Over the 17-year study period, the mean annual values of net ecosystem productivity (NEP) were 180 ± 96, 538 ± 177 and 64 ± 165 g C m-2 yr-1 in the 80-, 45- and 17-year-old stands, respectively, with the highest annual carbon sequestration rate observed in the 45-year-old stand. We found that air temperature (Ta) was the dominant control on NEP in all three different-aged stands and drought, which was a limiting factor for both gross ecosystem productivity (GEP) and ecosystems respiration (RE), had a smaller impact on NEP. However, the simultaneous occurrence of heat and drought events during the early growing seasons or over the consecutive years had a significant negative impact on annual NEP in all three forests. We observed a similar trend of NEP decline in all three stands over three consecutive years that experienced extreme weather events, with 2016 being a hot and dry, 2017 being a dry, and 2018 being a hot year. The youngest stand became a net source of carbon for all three of these years and the oldest stand became a small source of carbon for the first time in 2018 since observations started in 2003. However, in 2019, all three stands reverted to annual net carbon sinks. CONCLUSIONS Our study results indicate that the timing, frequency and concurrent or consecutive occurrence of extreme weather events may have significant implications for carbon sequestration in temperate conifer forests in Eastern North America. This study is one of few globally available to provide long-term observational data on carbon exchanges in different-aged temperate plantation forests. It highlights interannual variability in carbon fluxes and enhances our understanding of the responses of these forest ecosystems to extreme weather events. Study results will help in developing climate resilient and sustainable forestry practices to offset atmospheric greenhouse gas emissions and improving simulation of carbon exchange processes in terrestrial ecosystem models.
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Affiliation(s)
- M. Altaf Arain
- School of Earth, Environment and Society and McMaster Centre for Climate Change, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4K1 Canada
| | - Bing Xu
- School of Earth, Environment and Society and McMaster Centre for Climate Change, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4K1 Canada
- Department of Biological Sciences, University of Calgary, Alberta, Canada
| | - Jason J. Brodeur
- School of Earth, Environment and Society and McMaster Centre for Climate Change, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4K1 Canada
| | - Myroslava Khomik
- School of Earth, Environment and Society and McMaster Centre for Climate Change, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4K1 Canada
- Department of Geography and Environmental Management, University of Waterloo, Waterloo, ON Canada
| | - Matthias Peichl
- School of Earth, Environment and Society and McMaster Centre for Climate Change, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4K1 Canada
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Eric Beamesderfer
- School of Informatics, Computing, and Cyber Systems, Northern Arizona University, Flagstaff, AZ USA
| | - Natalia Restrepo-Couple
- School of Earth, Environment and Society and McMaster Centre for Climate Change, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4K1 Canada
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ USA
| | - Robin Thorne
- School of Earth, Environment and Society and McMaster Centre for Climate Change, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4K1 Canada
- Department of Geography, Wilfrid Laurier University, Waterloo, ON Canada
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14
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Ren S, Peichl M. Enhanced spatiotemporal heterogeneity and the climatic and biotic controls of autumn phenology in northern grasslands. Sci Total Environ 2021; 788:147806. [PMID: 34029811 DOI: 10.1016/j.scitotenv.2021.147806] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/02/2021] [Revised: 04/17/2021] [Accepted: 05/13/2021] [Indexed: 06/12/2023]
Abstract
Knowledge of the response of grassland phenology towards climatic factors is essential to improve our understanding of ecological processes under global warming. To date, however, it remains unclear how climate change and associated changes in vegetation dynamics might affect autumn phenology of grasslands at the global scale. In this study, the trends in start of growing season (SOS) and end of growing season (EOS) dates were explored using remote sensing data (1981-2014). The responses of EOS to preseason temperature, rainfall, SOS, and net primary productivity (NPP) were then investigated for the mid-latitude (30°N ~ 55°N) grasslands of the Northern Hemisphere. The remotely-sensed SOS/EOS and PhenoCam-based SOS/EOS were first compared and a good correlation was observed. Trend analysis revealed that the time span of SOS/EOS (from the earliest SOS/EOS to the last SOS/EOS) and the growing season length (from SOS to EOS) have extended for the entire study region. Furthermore, a forward shift in all SOS pixels was observed in Central-West Asian grasslands, whereas no such significant trend was observed for North American grasslands and East Asian grasslands. The duration of EOS completion had shortened within North American grasslands but lengthened in Asian grasslands. Next, correlation analysis uncovered a stronger relationship between EOS and previous rainfall than between EOS and temperature, indicating the key role of water availability in controlling autumn phenology. The sensitivity of EOS to both temperature and rainfall was higher in drier and warmer locations. Moreover, a significant negative correlation between EOS and SOS was observed in part of the study region, but no significant relationship between NPP and EOS was observed. Overall, this study highlights the spatially intensified heterogeneity of spring and autumn phenology in northern grasslands and that climatic changes in precipitation might act as key drivers for modifying autumn phenology of grassland vegetation in the Northern Hemisphere.
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Affiliation(s)
- Shilong Ren
- Environmental Research Institute, Shandong University, Qingdao 266237, China.
| | - Matthias Peichl
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, 90183 Umeå, Sweden.
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15
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Virkkala AM, Aalto J, Rogers BM, Tagesson T, Treat CC, Natali SM, Watts JD, Potter S, Lehtonen A, Mauritz M, Schuur EAG, Kochendorfer J, Zona D, Oechel W, Kobayashi H, Humphreys E, Goeckede M, Iwata H, Lafleur PM, Euskirchen ES, Bokhorst S, Marushchak M, Martikainen PJ, Elberling B, Voigt C, Biasi C, Sonnentag O, Parmentier FJW, Ueyama M, Celis G, St Louis VL, Emmerton CA, Peichl M, Chi J, Järveoja J, Nilsson MB, Oberbauer SF, Torn MS, Park SJ, Dolman H, Mammarella I, Chae N, Poyatos R, López-Blanco E, Christensen TR, Kwon MJ, Sachs T, Holl D, Luoto M. Statistical upscaling of ecosystem CO 2 fluxes across the terrestrial tundra and boreal domain: Regional patterns and uncertainties. Glob Chang Biol 2021; 27:4040-4059. [PMID: 33913236 DOI: 10.1111/gcb.15659] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Accepted: 03/05/2021] [Indexed: 06/12/2023]
Abstract
The regional variability in tundra and boreal carbon dioxide (CO2 ) fluxes can be high, complicating efforts to quantify sink-source patterns across the entire region. Statistical models are increasingly used to predict (i.e., upscale) CO2 fluxes across large spatial domains, but the reliability of different modeling techniques, each with different specifications and assumptions, has not been assessed in detail. Here, we compile eddy covariance and chamber measurements of annual and growing season CO2 fluxes of gross primary productivity (GPP), ecosystem respiration (ER), and net ecosystem exchange (NEE) during 1990-2015 from 148 terrestrial high-latitude (i.e., tundra and boreal) sites to analyze the spatial patterns and drivers of CO2 fluxes and test the accuracy and uncertainty of different statistical models. CO2 fluxes were upscaled at relatively high spatial resolution (1 km2 ) across the high-latitude region using five commonly used statistical models and their ensemble, that is, the median of all five models, using climatic, vegetation, and soil predictors. We found the performance of machine learning and ensemble predictions to outperform traditional regression methods. We also found the predictive performance of NEE-focused models to be low, relative to models predicting GPP and ER. Our data compilation and ensemble predictions showed that CO2 sink strength was larger in the boreal biome (observed and predicted average annual NEE -46 and -29 g C m-2 yr-1 , respectively) compared to tundra (average annual NEE +10 and -2 g C m-2 yr-1 ). This pattern was associated with large spatial variability, reflecting local heterogeneity in soil organic carbon stocks, climate, and vegetation productivity. The terrestrial ecosystem CO2 budget, estimated using the annual NEE ensemble prediction, suggests the high-latitude region was on average an annual CO2 sink during 1990-2015, although uncertainty remains high.
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Affiliation(s)
- Anna-Maria Virkkala
- Department of Geosciences and Geography, Faculty of Science, University of Helsinki, Helsinki, Finland
- Woodwell Climate Research Center, Falmouth, MA, USA
| | - Juha Aalto
- Department of Geosciences and Geography, Faculty of Science, University of Helsinki, Helsinki, Finland
- Weather and Climate Change Impact Research, Finnish Meteorological Institute, Helsinki, Finland
| | | | - Torbern Tagesson
- Department of Physical Geography and Ecosystem Science, Lund University, Lund, Sweden
- Department of Geosciences and Natural Resource Management, Copenhagen University, Copenhagen, Denmark
| | - Claire C Treat
- Alfred Wegener Institute Helmholtz Center for Polar and Marine Research, Potsdam, Germany
| | | | | | | | | | | | - Edward A G Schuur
- Center for Ecosystem Science and Society, Department of Biological Sciences, Northern Arizona University, Flagstaff, AZ, USA
| | - John Kochendorfer
- Atmosperic Turbulence and Diffusion Division of NOAA's Air Resources Laboratory, Oak Ridge, TN, USA
| | - Donatella Zona
- San Diego State University, San Diego, CA, USA
- University of Sheffield, Sheffield, UK
| | - Walter Oechel
- San Diego State University, San Diego, CA, USA
- University of Exeter, Exeter, UK
| | - Hideki Kobayashi
- Research Institute for Global Change, Japan Agency for Marine-Earth Science and Technology, Yokoama, Japan
| | | | - Mathias Goeckede
- Dept. Biogeochemical Signals, Max Planck Institute for Biogeochemistry, Jena, Germany
| | - Hiroki Iwata
- Department of Environmental Science, Shinshu University, Matsumoto, Japan
| | - Peter M Lafleur
- School of the Environment, Trent University, Peterborough, ON, Canada
| | | | - Stef Bokhorst
- Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Maija Marushchak
- Department of Biological and Environmental Science, University of Jyväskylä, Jyväskylä, Finland
- Department of Environmental and Biological Sciences, University of Eastern Finland, Kuopio, Finland
| | - Pertti J Martikainen
- Department of Environmental and Biological Sciences, University of Eastern Finland, Kuopio, Finland
| | - Bo Elberling
- Center for Permafrost, Department of Geoscience and Natural Resource Management, University of Copenhagen, Copenhagen, Denmark
| | - Carolina Voigt
- Department of Environmental and Biological Sciences, University of Eastern Finland, Kuopio, Finland
- Département de géographie, Université de Montréal, Montréal, QC, Canada
| | - Christina Biasi
- Department of Environmental and Biological Sciences, University of Eastern Finland, Kuopio, Finland
| | - Oliver Sonnentag
- Département de géographie, Université de Montréal, Montréal, QC, Canada
| | - Frans-Jan W Parmentier
- Department of Physical Geography and Ecosystem Science, Lund University, Lund, Sweden
- Centre for Biogeochemistry in the Anthropocene, Department of Geosciences, University of Oslo, Oslo, Norway
| | - Masahito Ueyama
- Graduate School of Life and Environmental Sciences, Osaka Prefecture University, Sakai, Japan
| | - Gerardo Celis
- Agronomy Department, University of Florida, Gainesville, FL, USA
| | - Vincent L St Louis
- Department of Biological Sciences, University of Alberta, Edmonton, AB, Canada
| | - Craig A Emmerton
- Department of Biological Sciences, University of Alberta, Edmonton, AB, Canada
| | - Matthias Peichl
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Jinshu Chi
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Järvi Järveoja
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Mats B Nilsson
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Steven F Oberbauer
- Department of Biological Sciences, Florida International University, Miami, FL, USA
| | | | - Sang-Jong Park
- Division of Atmospheric Sciences, Korea Polar Research Institute, Incheon, Republic of Korea
| | - Han Dolman
- Department of Earth Sciences, Free University Amsterdam, Amsterdam, the Netherlands
| | - Ivan Mammarella
- Institute for Atmospheric and Earth System Research/Physics, Faculty of Science, University of Helsinki, Helsinki, Finland
| | - Namyi Chae
- Institute of Life Science and Natural Resources, Korea University, Seoul, Republic of Korea
| | - Rafael Poyatos
- CREAF, Catalonia, Spain
- Universitat Autònoma de Barcelona, Catalonia, Spain
| | - Efrén López-Blanco
- Department of Environment and Minerals, Greenland Institute of Natural Resources, Nuuk, Greenland
- Department of Bioscience, Arctic Research Center, Aarhus University, Roskilde, Denmark
| | | | - Min Jung Kwon
- Laboratoire des Sciences du Climat et de l'Environnement, Gif-sur-Yvette, France
- Division of Life Sciences, Korea Polar Research Institute, Incheon, Republic of Korea
| | - Torsten Sachs
- GFZ German Research Centre for Geosciences, Potsdam, Germany
| | - David Holl
- Center for Earth System Research and Sustainability (CEN), University of Hamburg, Hamburg, Germany
| | - Miska Luoto
- Department of Geosciences and Geography, Faculty of Science, University of Helsinki, Helsinki, Finland
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16
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Knox SH, Bansal S, McNicol G, Schafer K, Sturtevant C, Ueyama M, Valach AC, Baldocchi D, Delwiche K, Desai AR, Euskirchen E, Liu J, Lohila A, Malhotra A, Melling L, Riley W, Runkle BRK, Turner J, Vargas R, Zhu Q, Alto T, Fluet-Chouinard E, Goeckede M, Melton JR, Sonnentag O, Vesala T, Ward E, Zhang Z, Feron S, Ouyang Z, Alekseychik P, Aurela M, Bohrer G, Campbell DI, Chen J, Chu H, Dalmagro HJ, Goodrich JP, Gottschalk P, Hirano T, Iwata H, Jurasinski G, Kang M, Koebsch F, Mammarella I, Nilsson MB, Ono K, Peichl M, Peltola O, Ryu Y, Sachs T, Sakabe A, Sparks JP, Tuittila ES, Vourlitis GL, Wong GX, Windham-Myers L, Poulter B, Jackson RB. Identifying dominant environmental predictors of freshwater wetland methane fluxes across diurnal to seasonal time scales. Glob Chang Biol 2021; 27:3582-3604. [PMID: 33914985 DOI: 10.1111/gcb.15661] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Accepted: 12/24/2020] [Indexed: 06/12/2023]
Abstract
While wetlands are the largest natural source of methane (CH4 ) to the atmosphere, they represent a large source of uncertainty in the global CH4 budget due to the complex biogeochemical controls on CH4 dynamics. Here we present, to our knowledge, the first multi-site synthesis of how predictors of CH4 fluxes (FCH4) in freshwater wetlands vary across wetland types at diel, multiday (synoptic), and seasonal time scales. We used several statistical approaches (correlation analysis, generalized additive modeling, mutual information, and random forests) in a wavelet-based multi-resolution framework to assess the importance of environmental predictors, nonlinearities and lags on FCH4 across 23 eddy covariance sites. Seasonally, soil and air temperature were dominant predictors of FCH4 at sites with smaller seasonal variation in water table depth (WTD). In contrast, WTD was the dominant predictor for wetlands with smaller variations in temperature (e.g., seasonal tropical/subtropical wetlands). Changes in seasonal FCH4 lagged fluctuations in WTD by ~17 ± 11 days, and lagged air and soil temperature by median values of 8 ± 16 and 5 ± 15 days, respectively. Temperature and WTD were also dominant predictors at the multiday scale. Atmospheric pressure (PA) was another important multiday scale predictor for peat-dominated sites, with drops in PA coinciding with synchronous releases of CH4 . At the diel scale, synchronous relationships with latent heat flux and vapor pressure deficit suggest that physical processes controlling evaporation and boundary layer mixing exert similar controls on CH4 volatilization, and suggest the influence of pressurized ventilation in aerenchymatous vegetation. In addition, 1- to 4-h lagged relationships with ecosystem photosynthesis indicate recent carbon substrates, such as root exudates, may also control FCH4. By addressing issues of scale, asynchrony, and nonlinearity, this work improves understanding of the predictors and timing of wetland FCH4 that can inform future studies and models, and help constrain wetland CH4 emissions.
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Affiliation(s)
- Sara H Knox
- Department of Geography, The University of British Columbia, Vancouver, BC, Canada
| | - Sheel Bansal
- Northern Prairie Wildlife Research Center, U.S. Geological Survey, Jamestown, ND, USA
| | - Gavin McNicol
- Department of Earth System Science, Stanford University, Stanford, CA, USA
| | - Karina Schafer
- Department of Earth and Environmental Science, Rutgers University Newark, New Brunswick, NJ, USA
| | - Cove Sturtevant
- National Ecological Observatory Network, Battelle, Boulder, CO, USA
| | - Masahito Ueyama
- Graduate School of Life and Environmental Sciences, Osaka Prefecture University, Sakai, Japan
| | - Alex C Valach
- Department of Environmental Science, Policy and Management, University of California, Berkeley, CA, USA
| | - Dennis Baldocchi
- Department of Environmental Science, Policy and Management, University of California, Berkeley, CA, USA
| | - Kyle Delwiche
- Department of Earth System Science, Stanford University, Stanford, CA, USA
| | - Ankur R Desai
- Department of Atmospheric and Oceanic Sciences, University of Wisconsin-Madison, Madison, WI, USA
| | - Eugenie Euskirchen
- Institute of Arctic Biology, University of Alaska Fairbanks, Fairbanks, AK, USA
| | - Jinxun Liu
- Western Geographic Science Center, U.S. Geological Survey, Moffett Field, CA, USA
| | - Annalea Lohila
- Institute for Atmospheric and Earth System Research/Forest Sciences, Faculty of Agriculture and Forestry, University of Helsinki, Helsinki, Finland
- Climate System Research, Finnish Meteorological Institute, Helsinki, Finland
| | - Avni Malhotra
- Department of Earth System Science, Stanford University, Stanford, CA, USA
| | - Lulie Melling
- Sarawak Tropical Peat Research Institute, Sarawak, Malaysia
| | - William Riley
- Earth and Environmental Sciences Area, Lawrence Berkeley National Lab, Berkeley, CA, USA
| | - Benjamin R K Runkle
- Department of Biological & Agricultural Engineering, University of Arkansas, Fayetteville, AR, USA
| | - Jessica Turner
- Freshwater and Marine Science, University of Wisconsin-Madison, Madison, WI, USA
| | - Rodrigo Vargas
- Department of Plant and Soil Sciences, University of Delaware, Newark, DE, USA
| | - Qing Zhu
- Earth and Environmental Sciences Area, Lawrence Berkeley National Lab, Berkeley, CA, USA
| | - Tuula Alto
- Climate System Research, Finnish Meteorological Institute, Helsinki, Finland
| | | | - Mathias Goeckede
- Department of Biogeochemical Signals, Max Planck Institute for Biogeochemistry, Jena, Germany
| | - Joe R Melton
- Climate Research Division, Environment and Climate Change Canada, Victoria, BC, Canada
| | - Oliver Sonnentag
- Département de Géographie, Université de Montréal, Montréal, QC, Canada
| | - Timo Vesala
- Institute for Atmospheric and Earth System Research/Forest Sciences, Faculty of Agriculture and Forestry, University of Helsinki, Helsinki, Finland
- Yugra State University, Khanty-Mansiysk, Russia
| | - Eric Ward
- Wetland and Aquatic Research Center, U.S. Geological Survey, Lafayette, LA, USA
| | - Zhen Zhang
- Department of Geographical Sciences, University of Maryland, College Park, MD, USA
| | - Sarah Feron
- Department of Earth System Science, Stanford University, Stanford, CA, USA
- Department of Physics, University of Santiago, Santiago de Chile, Chile
| | - Zutao Ouyang
- Department of Earth System Science, Stanford University, Stanford, CA, USA
| | | | - Mika Aurela
- Climate System Research, Finnish Meteorological Institute, Helsinki, Finland
| | - Gil Bohrer
- Department of Civil, Environmental & Geodetic Engineering, Ohio State University, Columbus, OH, USA
| | | | - Jiquan Chen
- Department of Geography, Environment, and Spatial Sciences, & Center for Global Change and Earth Observations, Michigan State University, East Lansing, MI, USA
| | - Housen Chu
- Climate and Ecosystem Sciences Division, Lawrence Berkeley National Lab, Berkeley, CA, USA
| | | | | | - Pia Gottschalk
- GFZ German Research Centre for Geosciences, Potsdam, Germany
| | - Takashi Hirano
- Research Faculty of Agriculture, Hokkaido University, Sapporo, Japan
| | - Hiroki Iwata
- Department of Environmental Science, Faculty of Science, Shinshu University, Matsumoto, Japan
| | | | - Minseok Kang
- National Center for Agro Meteorology, Seoul, South Korea
| | | | - Ivan Mammarella
- Institute for Atmospheric and Earth System Research/Forest Sciences, Faculty of Agriculture and Forestry, University of Helsinki, Helsinki, Finland
| | - Mats B Nilsson
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Keisuke Ono
- Institute for Agro-Environmental Sciences, National Agriculture and Food Research Organization, Tsukuba, Japan
| | - Matthias Peichl
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Olli Peltola
- Climate System Research, Finnish Meteorological Institute, Helsinki, Finland
| | - Youngryel Ryu
- Department of Landscape Architecture and Rural Systems Engineering, Seoul National University, Seoul, South Korea
| | - Torsten Sachs
- GFZ German Research Centre for Geosciences, Potsdam, Germany
| | | | - Jed P Sparks
- Department of Ecology and Evolutionary Biology, Cornell, Ithaca, NY, USA
| | | | | | - Guan X Wong
- Sarawak Tropical Peat Research Institute, Sarawak, Malaysia
| | | | - Benjamin Poulter
- Biospheric Sciences Laboratory, NASA Goddard Space Flight Center, Greenbelt, MD, USA
| | - Robert B Jackson
- Department of Earth System Science, Stanford University, Stanford, CA, USA
- Woods Institute for the Environment, Stanford University, Stanford, CA, USA
- Precourt Institute for Energy, Stanford University, Stanford, CA, USA
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17
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Chang KY, Riley WJ, Knox SH, Jackson RB, McNicol G, Poulter B, Aurela M, Baldocchi D, Bansal S, Bohrer G, Campbell DI, Cescatti A, Chu H, Delwiche KB, Desai AR, Euskirchen E, Friborg T, Goeckede M, Helbig M, Hemes KS, Hirano T, Iwata H, Kang M, Keenan T, Krauss KW, Lohila A, Mammarella I, Mitra B, Miyata A, Nilsson MB, Noormets A, Oechel WC, Papale D, Peichl M, Reba ML, Rinne J, Runkle BRK, Ryu Y, Sachs T, Schäfer KVR, Schmid HP, Shurpali N, Sonnentag O, Tang ACI, Torn MS, Trotta C, Tuittila ES, Ueyama M, Vargas R, Vesala T, Windham-Myers L, Zhang Z, Zona D. Substantial hysteresis in emergent temperature sensitivity of global wetland CH 4 emissions. Nat Commun 2021; 12:2266. [PMID: 33859182 PMCID: PMC8050324 DOI: 10.1038/s41467-021-22452-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2020] [Accepted: 03/15/2021] [Indexed: 11/21/2022] Open
Abstract
Wetland methane (CH4) emissions ([Formula: see text]) are important in global carbon budgets and climate change assessments. Currently, [Formula: see text] projections rely on prescribed static temperature sensitivity that varies among biogeochemical models. Meta-analyses have proposed a consistent [Formula: see text] temperature dependence across spatial scales for use in models; however, site-level studies demonstrate that [Formula: see text] are often controlled by factors beyond temperature. Here, we evaluate the relationship between [Formula: see text] and temperature using observations from the FLUXNET-CH4 database. Measurements collected across the globe show substantial seasonal hysteresis between [Formula: see text] and temperature, suggesting larger [Formula: see text] sensitivity to temperature later in the frost-free season (about 77% of site-years). Results derived from a machine-learning model and several regression models highlight the importance of representing the large spatial and temporal variability within site-years and ecosystem types. Mechanistic advancements in biogeochemical model parameterization and detailed measurements in factors modulating CH4 production are thus needed to improve global CH4 budget assessments.
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Affiliation(s)
- Kuang-Yu Chang
- Climate and Ecosystem Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.
| | - William J Riley
- Climate and Ecosystem Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.
| | - Sara H Knox
- Department of Geography, The University of British Columbia, Vancouver, BC, Canada
| | - Robert B Jackson
- Department of Earth System Science, Stanford University, Stanford, CA, USA
- Woods Institute for the Environment and Precourt Institute for Energy, Stanford, CA, USA
| | - Gavin McNicol
- Department of Earth System Science, Stanford University, Stanford, CA, USA
| | - Benjamin Poulter
- NASA Goddard Space Flight Center, Biospheric Sciences Laboratory, Greenbelt, MD, USA
| | - Mika Aurela
- Finnish Meteorological Institute, Helsinki, Finland
| | - Dennis Baldocchi
- Department of Environmental Science, Policy & Management, UC Berkeley, Berkeley, CA, USA
| | - Sheel Bansal
- U.S. Geological Survey, Northern Prairie Wildlife Research Center, Jamestown, ND, USA
| | - Gil Bohrer
- Department of Civil, Environmental and Geodetic Engineering, The Ohio State University, Columbus, OH, USA
| | | | | | - Housen Chu
- Climate and Ecosystem Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Kyle B Delwiche
- Department of Earth System Science, Stanford University, Stanford, CA, USA
| | - Ankur R Desai
- Department of Atmospheric and Oceanic Sciences, University of Wisconsin-Madison, Madison, WI, USA
| | - Eugenie Euskirchen
- University of Alaska Fairbanks, Institute of Arctic Biology, Fairbanks, AK, USA
| | - Thomas Friborg
- Department of Geosciences and Natural Resource Management, University of Copenhagen, Copenhagen K, Denmark
| | | | - Manuel Helbig
- School of Geography and Earth Sciences, McMaster University, Hamilton, ON, Canada
- Département de Géographie & Centre d'Études Nordiques, Montréal, QC, Canada
| | - Kyle S Hemes
- Woods Institute for the Environment, Stanford University, Stanford, CA, USA
| | - Takashi Hirano
- Graduate School of Agriculture, Hokkaido University, Sapporo, Japan
| | - Hiroki Iwata
- Department of Environmental Science, Faculty of Science, Shinshu University, Matsumoto, Japan
| | - Minseok Kang
- National Center for AgroMeteorology, Seoul, South Korea
| | - Trevor Keenan
- Climate and Ecosystem Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
- Department of Environmental Science, Policy & Management, UC Berkeley, Berkeley, CA, USA
| | - Ken W Krauss
- U.S. Geological Survey, Wetland and Aquatic Research Center, Lafayette, LA, USA
| | - Annalea Lohila
- Finnish Meteorological Institute, Helsinki, Finland
- Institute for Atmosphere and Earth System Research/Physics, Faculty of Science, University of Helsink, Helsinki, Finland
| | - Ivan Mammarella
- Institute for Atmosphere and Earth System Research/Physics, Faculty of Science, University of Helsink, Helsinki, Finland
| | - Bhaskar Mitra
- Department of Ecology and Conservation Biology, Texas A&M University, College Station, TX, USA
| | - Akira Miyata
- Institute for Agro-Environmental Sciences, National Agriculture and Food Research Organization, Tsukuba, Japan
| | - Mats B Nilsson
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Asko Noormets
- Department of Ecosystem Science and Management, Texas A&M University, College Station, TX, USA
| | - Walter C Oechel
- Department of Biology, San Diego State University, San Diego, CA, USA
| | - Dario Papale
- DIBAF, Università degli Studi della Tuscia, Largo dell'Università, Viterbo, Italy
| | - Matthias Peichl
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Michele L Reba
- United States Department of Agriculture, Agricultural Research Service, Delta Water Management Research Service, Jonesboro, AR, USA
| | - Janne Rinne
- Department of Physical Geography and Ecosystem Science, Lund University, Lund, Sweden
| | - Benjamin R K Runkle
- Department of Biological and Agricultural Engineering, University of Arkansas, Fayetteville, AR, USA
| | - Youngryel Ryu
- Department of Landscape Architecture and Rural Systems Engineering, Seoul National University, Seoul, South Korea
| | - Torsten Sachs
- GFZ German Research Centre for Geoscience, Potsdam, Germany
| | - Karina V R Schäfer
- Department of Biological Sciences, Rutgers University Newark, Newark, NJ, USA
| | - Hans Peter Schmid
- Institute of Meteorology and Climatology - Atmospheric Environmental Research (IMK-IFU), Karlsruhe Institute of Technology (KIT), Garmisch-Partenkirchen, Germany
| | - Narasinha Shurpali
- Production Systems, Natural Resources Institute Finland, Maaninka, Finland
| | - Oliver Sonnentag
- Département de Géographie & Centre d'Études Nordiques, Montréal, QC, Canada
| | | | - Margaret S Torn
- Climate and Ecosystem Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Carlo Trotta
- DIBAF, Università degli Studi della Tuscia, Largo dell'Università, Viterbo, Italy
- Euro-Mediterranean Center on Climate Change, CMCC IAFES, Viterbo, Italy
| | | | - Masahito Ueyama
- Graduate School of Life and Environmental Sciences, Osaka Prefecture University, Osaka, Japan
| | - Rodrigo Vargas
- Department of Plant and Soil Sciences, University of Delaware, Newark, DE, USA
| | - Timo Vesala
- Institute for Atmosphere and Earth System Research/Physics, Faculty of Science, University of Helsink, Helsinki, Finland
- Institute for Atmosphere and Earth System Research, Forest Sciences, Faculty of Agriculture and Forestry, University of Helsinki, Helsinki, Finland
| | | | - Zhen Zhang
- Department of Geographical Sciences, University of Maryland, College Park, MD, USA
| | - Donatella Zona
- Department of Biology, San Diego State University, San Diego, CA, USA
- Department of Animal and Plant Sciences, University of Sheffield, Sheffield, UK
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18
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Pastorello G, Trotta C, Canfora E, Chu H, Christianson D, Cheah YW, Poindexter C, Chen J, Elbashandy A, Humphrey M, Isaac P, Polidori D, Reichstein M, Ribeca A, van Ingen C, Vuichard N, Zhang L, Amiro B, Ammann C, Arain MA, Ardö J, Arkebauer T, Arndt SK, Arriga N, Aubinet M, Aurela M, Baldocchi D, Barr A, Beamesderfer E, Marchesini LB, Bergeron O, Beringer J, Bernhofer C, Berveiller D, Billesbach D, Black TA, Blanken PD, Bohrer G, Boike J, Bolstad PV, Bonal D, Bonnefond JM, Bowling DR, Bracho R, Brodeur J, Brümmer C, Buchmann N, Burban B, Burns SP, Buysse P, Cale P, Cavagna M, Cellier P, Chen S, Chini I, Christensen TR, Cleverly J, Collalti A, Consalvo C, Cook BD, Cook D, Coursolle C, Cremonese E, Curtis PS, D'Andrea E, da Rocha H, Dai X, Davis KJ, De Cinti B, de Grandcourt A, De Ligne A, De Oliveira RC, Delpierre N, Desai AR, Di Bella CM, di Tommasi P, Dolman H, Domingo F, Dong G, Dore S, Duce P, Dufrêne E, Dunn A, Dušek J, Eamus D, Eichelmann U, ElKhidir HAM, Eugster W, Ewenz CM, Ewers B, Famulari D, Fares S, Feigenwinter I, Feitz A, Fensholt R, Filippa G, Fischer M, Frank J, Galvagno M, Gharun M, Gianelle D, Gielen B, Gioli B, Gitelson A, Goded I, Goeckede M, Goldstein AH, Gough CM, Goulden ML, Graf A, Griebel A, Gruening C, Grünwald T, Hammerle A, Han S, Han X, Hansen BU, Hanson C, Hatakka J, He Y, Hehn M, Heinesch B, Hinko-Najera N, Hörtnagl L, Hutley L, Ibrom A, Ikawa H, Jackowicz-Korczynski M, Janouš D, Jans W, Jassal R, Jiang S, Kato T, Khomik M, Klatt J, Knohl A, Knox S, Kobayashi H, Koerber G, Kolle O, Kosugi Y, Kotani A, Kowalski A, Kruijt B, Kurbatova J, Kutsch WL, Kwon H, Launiainen S, Laurila T, Law B, Leuning R, Li Y, Liddell M, Limousin JM, Lion M, Liska AJ, Lohila A, López-Ballesteros A, López-Blanco E, Loubet B, Loustau D, Lucas-Moffat A, Lüers J, Ma S, Macfarlane C, Magliulo V, Maier R, Mammarella I, Manca G, Marcolla B, Margolis HA, Marras S, Massman W, Mastepanov M, Matamala R, Matthes JH, Mazzenga F, McCaughey H, McHugh I, McMillan AMS, Merbold L, Meyer W, Meyers T, Miller SD, Minerbi S, Moderow U, Monson RK, Montagnani L, Moore CE, Moors E, Moreaux V, Moureaux C, Munger JW, Nakai T, Neirynck J, Nesic Z, Nicolini G, Noormets A, Northwood M, Nosetto M, Nouvellon Y, Novick K, Oechel W, Olesen JE, Ourcival JM, Papuga SA, Parmentier FJ, Paul-Limoges E, Pavelka M, Peichl M, Pendall E, Phillips RP, Pilegaard K, Pirk N, Posse G, Powell T, Prasse H, Prober SM, Rambal S, Rannik Ü, Raz-Yaseef N, Rebmann C, Reed D, de Dios VR, Restrepo-Coupe N, Reverter BR, Roland M, Sabbatini S, Sachs T, Saleska SR, Sánchez-Cañete EP, Sanchez-Mejia ZM, Schmid HP, Schmidt M, Schneider K, Schrader F, Schroder I, Scott RL, Sedlák P, Serrano-Ortíz P, Shao C, Shi P, Shironya I, Siebicke L, Šigut L, Silberstein R, Sirca C, Spano D, Steinbrecher R, Stevens RM, Sturtevant C, Suyker A, Tagesson T, Takanashi S, Tang Y, Tapper N, Thom J, Tomassucci M, Tuovinen JP, Urbanski S, Valentini R, van der Molen M, van Gorsel E, van Huissteden K, Varlagin A, Verfaillie J, Vesala T, Vincke C, Vitale D, Vygodskaya N, Walker JP, Walter-Shea E, Wang H, Weber R, Westermann S, Wille C, Wofsy S, Wohlfahrt G, Wolf S, Woodgate W, Li Y, Zampedri R, Zhang J, Zhou G, Zona D, Agarwal D, Biraud S, Torn M, Papale D. Author Correction: The FLUXNET2015 dataset and the ONEFlux processing pipeline for eddy covariance data. Sci Data 2021; 8:72. [PMID: 33633116 PMCID: PMC7907353 DOI: 10.1038/s41597-021-00851-9] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Affiliation(s)
- Gilberto Pastorello
- Computational Research Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA.
| | - Carlo Trotta
- DIBAF, University of Tuscia, Viterbo, 01100, Italy
| | - Eleonora Canfora
- DIBAF, University of Tuscia, Viterbo, 01100, Italy.,Euro-Mediterranean Centre on Climate Change Foundation (CMCC), Lecce, 73100, Italy
| | - Housen Chu
- Climate & Ecosystem Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Danielle Christianson
- Computational Research Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - You-Wei Cheah
- Computational Research Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Cristina Poindexter
- Department of Civil Engineering, California State University, Sacramento, CA, 95819, USA
| | - Jiquan Chen
- Department of Geography, Environment, and Spatial Sciences, Michigan State University, East Lansing, MI, 48823, USA
| | - Abdelrahman Elbashandy
- Computational Research Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Marty Humphrey
- Department of Computer Science, University of Virginia, Charlottesville, VA, 22904, USA
| | - Peter Isaac
- TERN Ecosystem Processes, Menzies Creek, VIC3159, Australia
| | - Diego Polidori
- DIBAF, University of Tuscia, Viterbo, 01100, Italy.,Euro-Mediterranean Centre on Climate Change Foundation (CMCC), Lecce, 73100, Italy
| | | | - Alessio Ribeca
- DIBAF, University of Tuscia, Viterbo, 01100, Italy.,Euro-Mediterranean Centre on Climate Change Foundation (CMCC), Lecce, 73100, Italy
| | - Catharine van Ingen
- Computational Research Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Nicolas Vuichard
- Laboratoire des Sciences du Climat et de l'Environnement (LSCE), CEA CNRS, UVSQ UPSACLAY, Gif sur Yvette, 91190, France
| | - Leiming Zhang
- Key Laboratory of Ecosystem Network Observation and Modeling, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, 100101, China
| | - Brian Amiro
- Department of Soil Science, University of Manitoba, Winnipeg, MB, R3T2N2, Canada
| | - Christof Ammann
- Department of Agroecology and Environment, Agroscope Research Institute, Zürich, 8046, Switzerland
| | - M Altaf Arain
- School of Geography and Earth Sciences, McMaster University, L8S4K1, Hamilton, ON, Canada
| | - Jonas Ardö
- Department of Physical Geography and Ecosystem Science, Lund University, Lund, 22362, Sweden
| | - Timothy Arkebauer
- Department of Agronomy and Horticulture, University of Nebraska-Lincoln, Lincoln, NE, 68583, USA
| | - Stefan K Arndt
- School of Ecosystem and Forest Sciences, The University of Melbourne, Richmond, VIC3121, Australia
| | - Nicola Arriga
- Department of Biology, Research Group PLECO, University of Antwerp, Antwerp, 2610, Belgium.,Joint Research Centre, European Commission, Ispra, 21027, Italy
| | - Marc Aubinet
- TERRA Teaching and Research Center, University of Liege, Gembloux, B-5030, Belgium
| | - Mika Aurela
- Finnish Meteorological Institute, Helsinki, 00560, Finland
| | - Dennis Baldocchi
- ESPM, University of California Berkeley, Berkeley, CA, 94720, USA
| | - Alan Barr
- Global Institute for Water Security, University of Saskatchewan, Saskatoon, SK, S7N3H5, Canada.,Climate Research Division, Environment and Climate Change Canada, Saskatoon, SK, S7N3H5, Canada
| | - Eric Beamesderfer
- School of Geography and Earth Sciences, McMaster University, L8S4K1, Hamilton, ON, Canada
| | - Luca Belelli Marchesini
- Department of Sustainable Agro-ecosystems and Bioresources, Research and Innovation Centre, Fondazione Edmund Mach, San Michele All'adige, 38010, Italy.,Department of Landscape Design and Sustainable Ecosystems, Agrarian-Technological Institute, RUDN University, Moscow, 117198, Russia
| | - Onil Bergeron
- Direction du marché du carbone, Ministère du Développement durable de l'Environnement et de la Lutte contre les changements climatiques, Québec, QC, G1R5V7, Canada
| | - Jason Beringer
- School of Agriculture and Environment, University of Western Australia, Crawley, 6009, Australia
| | - Christian Bernhofer
- Institute of Hydrology and Meteorology, Technische Universität Dresden, Tharandt, 01737, Germany
| | - Daniel Berveiller
- Université Paris-Saclay, CNRS, AgroParisTech, Ecologie Systématique et Evolution, Orsay, 91405, France
| | - Dave Billesbach
- Biological Systems Engineering, University of Nebraska-Lincoln, Lincoln, NE, 68583, USA
| | - Thomas Andrew Black
- Faculty of Land and Food Systems, University of British Columbia, Vancouver, BC, V6T1Z4, Canada
| | - Peter D Blanken
- Department of Geography, University of Colorado, Boulder, CO, 80309, USA
| | - Gil Bohrer
- Department of Civil, Environmental & Geodetic Engineering, Ohio State University, Columbus, OH, 43210, USA
| | - Julia Boike
- Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research, Potsdam, 14482, Germany.,Geography Department, Humboldt-Universität zu Berlin, Berlin, Germany
| | - Paul V Bolstad
- Forest Resources, University of Minnesota, St Paul, MN, 55108, USA
| | - Damien Bonal
- Université de Lorraine, AgroParisTech, INRAE, UMR Silva, Nancy, 54000, France
| | | | - David R Bowling
- School of Biological Sciences, University of Utah, Salt Lake City, UT, 84112, USA
| | - Rosvel Bracho
- School of Forest Resources and Conservation, University of Florida, Gainesville, FL, 32611, USA
| | - Jason Brodeur
- McMaster University Library, McMaster University, Hamilton, ON, L8S4L6, Canada
| | - Christian Brümmer
- Thünen Institute of Climate-Smart Agriculture, Federal Research Institute of Rural Areas, Forestry and Fisheries, Braunschweig, 38116, Germany
| | - Nina Buchmann
- Department of Environmental Systems Science, ETH Zurich, Zurich, 8092, Switzerland
| | | | - Sean P Burns
- Department of Geography, University of Colorado, Boulder, CO, 80309, USA.,Mesoscale and Microscale Meteorology Laboratory, National Center for Atmospheric Research, Boulder, CO, 80301, USA
| | - Pauline Buysse
- Université Paris-Saclay, INRAE, AgroParisTech, UMR ECOSYS, Thiverval-Grignon, 78850, France
| | - Peter Cale
- Australian Landscape Trust, Renmark, SA5341, Australia
| | - Mauro Cavagna
- Department of Sustainable Agro-ecosystems and Bioresources, Research and Innovation Centre, Fondazione Edmund Mach, San Michele All'adige, 38010, Italy
| | - Pierre Cellier
- Université Paris-Saclay, INRAE, AgroParisTech, UMR ECOSYS, Thiverval-Grignon, 78850, France
| | - Shiping Chen
- State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, Chinese Academy of Sciences, Beijing, 100093, China
| | - Isaac Chini
- Department of Sustainable Agro-ecosystems and Bioresources, Research and Innovation Centre, Fondazione Edmund Mach, San Michele All'adige, 38010, Italy
| | - Torben R Christensen
- Department of Bioscience, Arctic Research Center, Aarhus University, Roskilde, 4000, Denmark
| | - James Cleverly
- School of Life Sciences, University of Technology Sydney, Sydney, 2007, Australia.,Terrestrial Ecosystem Research Network TERN, University of Technology, Sydney, 2007, Australia
| | - Alessio Collalti
- DIBAF, University of Tuscia, Viterbo, 01100, Italy.,Institute for Agricultural and Forestry Systems in the Mediterranean, National Research Council of Italy, Ercolano, 80056, Italy
| | - Claudia Consalvo
- DIBAF, University of Tuscia, Viterbo, 01100, Italy.,Research Institute on Terrestrial Ecosystems, National Research Council of Italy, Porano, 05010, Italy
| | - Bruce D Cook
- Biospheric Sciences Laboratory, NASA Goddard Space Flight Center, Greenbelt, MD, 20771, USA
| | - David Cook
- Environmental Science Division, Argonne National Laboratory, Lemont, IL, 60439, USA
| | - Carole Coursolle
- Canadian Forest Service, Natural Resources Canada, Québec, QC, G1V4C7, Canada.,Centre d'étude de la forêt, Faculté de foresterie, de géographie et de géomatique, Université Laval, Québec, QC, G1V0A6, Canada
| | - Edoardo Cremonese
- Climate Change Unit, Environmental Protection Agency of Aosta Valley, Saint Christophe, 11020, Italy
| | - Peter S Curtis
- Department of Evolution, Ecology, and Organismal Biology, Ohio State University, Columbus, OH, 43210, USA
| | - Ettore D'Andrea
- Institute for Agricultural and Forestry Systems in the Mediterranean, National Research Council of Italy, Ercolano, 80056, Italy
| | - Humberto da Rocha
- Instituto de Astronomia, Geofísica e Ciências Atmosféricas, Universidade de São Paulo, São Paulo, SP, 01000-000, Brazil
| | - Xiaoqin Dai
- Key Laboratory of Ecosystem Network Observation and Modeling, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, 100101, China
| | - Kenneth J Davis
- Department of Meteorology and Atmospheric Science, The Pennsylvania State University, University Park, PA, 16802, USA
| | - Bruno De Cinti
- Institute of Research on Terrestrial Ecosystems, National Research Council of Italy, Montelibretti, 00010, Italy
| | | | - Anne De Ligne
- TERRA Teaching and Research Center, University of Liege, Gembloux, B-5030, Belgium
| | | | - Nicolas Delpierre
- Université Paris-Saclay, CNRS, AgroParisTech, Ecologie Systématique et Evolution, Orsay, 91405, France
| | - Ankur R Desai
- Atmospheric and Oceanic Sciences, University of Wisconsin-Madison, Madison, WI, 53706, USA
| | - Carlos Marcelo Di Bella
- Departamento de Métodos Cuantitativos y Sistemas de Información, Facultad de Agronomía, UBA, Buenos Aires, 1417, Argentina
| | - Paul di Tommasi
- Institute for Agricultural and Forestry Systems in the Mediterranean, National Research Council of Italy, Ercolano, 80056, Italy
| | - Han Dolman
- Department of Earth Sciences, Vrije Universiteit Amsterdam, Amsterdam, 1081 HV, The Netherlands
| | - Francisco Domingo
- Desertification and Geoecology Department, Experimental Station of Arid Zones, CSIC, Almería, 04120, Spain
| | - Gang Dong
- School of Life Science, Shanxi University, Taiyuan, 030006, China
| | | | - Pierpaolo Duce
- Institute of BioEconomy, National Research Council of Italy, Sassari, 07100, Italy
| | - Eric Dufrêne
- Université Paris-Saclay, CNRS, AgroParisTech, Ecologie Systématique et Evolution, Orsay, 91405, France
| | - Allison Dunn
- Department of Earth, Environment, and Physics, Worcester State University, Worcester, MA, 01602, USA
| | - Jiří Dušek
- Department of Matter and Energy Fluxes, Global Change Research Institute of the Czech Academy of Sciences, Brno, 60300, Czech Republic
| | - Derek Eamus
- School of Life Sciences, University of Technology Sydney, Sydney, 2007, Australia
| | - Uwe Eichelmann
- Institute of Hydrology and Meteorology, Technische Universität Dresden, Tharandt, 01737, Germany
| | | | - Werner Eugster
- Department of Environmental Systems Science, ETH Zurich, Zurich, 8092, Switzerland
| | - Cacilia M Ewenz
- Airborne Research Australia, TERN Ecosystem Processes Central Node, Parafield, 5106, Australia
| | - Brent Ewers
- Department of Botany, Program in Ecology, University of Wyoming, 1000 E. Univ. Ave, Laramie, WY, 82071, USA
| | - Daniela Famulari
- Institute for Agricultural and Forestry Systems in the Mediterranean, National Research Council of Italy, Ercolano, 80056, Italy
| | - Silvano Fares
- Institute of BioEconomy, National Research Council of Italy, Rome, 00100, Italy.,Research Centre for Forestry and Wood, Council for Agricultural Research and Economics, Rome, 00166, Italy
| | - Iris Feigenwinter
- Department of Environmental Systems Science, ETH Zurich, Zurich, 8092, Switzerland
| | | | - Rasmus Fensholt
- Department of Geosciences and Natural Resource Management, University of Copenhagen, Copenhagen, 1350, Denmark
| | - Gianluca Filippa
- Climate Change Unit, Environmental Protection Agency of Aosta Valley, Saint Christophe, 11020, Italy
| | - Marc Fischer
- Energy Analysis & Environmental Impacts Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - John Frank
- USDA Forest Service, Rocky Mountain Research Station, Fort Collins, CO, 80526, USA
| | - Marta Galvagno
- Climate Change Unit, Environmental Protection Agency of Aosta Valley, Saint Christophe, 11020, Italy
| | - Mana Gharun
- Department of Environmental Systems Science, ETH Zurich, Zurich, 8092, Switzerland
| | - Damiano Gianelle
- Department of Sustainable Agro-ecosystems and Bioresources, Research and Innovation Centre, Fondazione Edmund Mach, San Michele All'adige, 38010, Italy
| | - Bert Gielen
- Department of Biology, Research Group PLECO, University of Antwerp, Antwerp, 2610, Belgium
| | - Beniamino Gioli
- Institute of BioEconomy, National Research Council of Italy, Firenze, 50145, Italy
| | - Anatoly Gitelson
- School of Natural Resources, University of Nebraska-Lincoln, Lincoln, NE, 68583, USA
| | - Ignacio Goded
- Joint Research Centre, European Commission, Ispra, 21027, Italy
| | | | | | - Christopher M Gough
- Department of Biology, Virginia Commonwealth University, Richmond, VA, 23284, USA
| | - Michael L Goulden
- Department of Earth System Science, University of California, Irvine, CA, 92697, USA
| | - Alexander Graf
- Agrosphere (IBG3), Forschungszentrum Jülich, Jülich, 52428, Germany
| | - Anne Griebel
- School of Ecosystem and Forest Sciences, The University of Melbourne, Richmond, VIC3121, Australia
| | | | - Thomas Grünwald
- Institute of Hydrology and Meteorology, Technische Universität Dresden, Tharandt, 01737, Germany
| | - Albin Hammerle
- Department of Ecology, University of Innsbruck, Innsbruck, 6020, Austria
| | - Shijie Han
- International Joint Research Laboratory for Global Change Ecology, School of Life Sciences, Henan University, Kaifeng, 450000, China.,Institute of Applied Ecology, Chinese Academy of Sciences, Shenyang, 110016, China
| | - Xingguo Han
- State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, Chinese Academy of Sciences, Beijing, 100093, China
| | - Birger Ulf Hansen
- Department of Geosciences and Natural Resource Management, University of Copenhagen, Copenhagen, 1350, Denmark
| | - Chad Hanson
- Department of Forest Ecosystems and Society, Oregon State University, Corvallis, OR, 97333, USA
| | - Juha Hatakka
- Finnish Meteorological Institute, Helsinki, 00560, Finland
| | - Yongtao He
- Key Laboratory of Ecosystem Network Observation and Modeling, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, 100101, China.,College of Resources and Environment, University of Chinese Academy of Sciences, Beijing, 100190, China
| | - Markus Hehn
- Institute of Hydrology and Meteorology, Technische Universität Dresden, Tharandt, 01737, Germany
| | - Bernard Heinesch
- TERRA Teaching and Research Center, University of Liege, Gembloux, B-5030, Belgium
| | - Nina Hinko-Najera
- School of Ecosystem and Forest Sciences, The University of Melbourne, Creswick, VIC3363, Australia
| | - Lukas Hörtnagl
- Department of Environmental Systems Science, ETH Zurich, Zurich, 8092, Switzerland
| | - Lindsay Hutley
- Research Institute for the Environment and Livelihoods, Charles Darwin University, Darwin, 0909, Australia
| | - Andreas Ibrom
- Department of Environmental Engineering, Technical University of Denmark (DTU), Kongens Lyngby, 2800, Denmark
| | - Hiroki Ikawa
- Institute for Agro-Environmental Sciences, National Agriculture and Food Research Organization, Tsukuba, 305-8604, Japan
| | - Marcin Jackowicz-Korczynski
- Department of Physical Geography and Ecosystem Science, Lund University, Lund, 22362, Sweden.,Department of Bioscience, Arctic Research Center, Aarhus University, Roskilde, 4000, Denmark
| | - Dalibor Janouš
- Department of Matter and Energy Fluxes, Global Change Research Institute of the Czech Academy of Sciences, Brno, 60300, Czech Republic
| | - Wilma Jans
- Wageningen Environmental Research, Wageningen University and Research, Wageningen, 6708PB, The Netherlands
| | - Rachhpal Jassal
- Faculty of Land and Food Systems, University of British Columbia, Vancouver, BC, V6T1Z4, Canada
| | - Shicheng Jiang
- Key Laboratory of Vegetation Ecology, Ministry of Education, Northeast Normal University, Changchun, 130024, China
| | - Tomomichi Kato
- Research Faculty of Agriculture, Hokkaido University, Sapporo, 060-8589, Japan.,GI-Core, Hokkaido University, Sapporo, 060-0808, Japan
| | - Myroslava Khomik
- School of Geography and Earth Sciences, McMaster University, L8S4K1, Hamilton, ON, Canada.,Geography and Environmental Management, Waterloo, ON, N2L3G1, Canada
| | - Janina Klatt
- Institute of Meteorology and Climate Research, Karlsruhe Institute of Technology, Garmisch-Partenkirchen, 82467, Germany
| | - Alexander Knohl
- Bioclimatology, University of Goettingen, Goettingen, 37077, Germany.,Centre of Biodiversity and Sustainable Land Use (CBL), University of Goettingen, Goettingen, 37077, Germany
| | - Sara Knox
- Department of Geography, The University of British Columbia, Vancouver, BC, V6T1Z2, Canada
| | - Hideki Kobayashi
- Research Institute for Global Change, Institute of Arctic Climate and Environment Research, Japan Agency for Marine-Earth Science and Technology, Yokoama, 236-0001, Japan
| | - Georgia Koerber
- Biological Sciences, University of Adelaide, Adelaide, SA5064, Australia
| | - Olaf Kolle
- Max Planck Institute for Biogeochemistry, Jena, 03641, Germany
| | - Yoshiko Kosugi
- Graduate School of Agriculture, Kyoto University, Kyoto, 606-8502, Japan
| | - Ayumi Kotani
- Graduate School of Bioagricultural Sciences, Nagoya University, Nagoya, 4648601, Japan
| | - Andrew Kowalski
- Department of Applied Physics, University of Granada, Granada, 18071, Spain
| | - Bart Kruijt
- Water systems and Global Change group, Wageningen University, Wageningen, 6500, The Netherlands
| | - Julia Kurbatova
- A.N. Severtsov Institute of Ecology and Evolution, Russian Academy of Sciences, Moscow, 119071, Russia
| | - Werner L Kutsch
- Head Office, Integrated Carbon Observation System (ICOS ERIC), Helsinki, 00560, Finland
| | - Hyojung Kwon
- Department of Forest Ecosystems and Society, Oregon State University, Corvallis, OR, 97333, USA
| | | | - Tuomas Laurila
- Finnish Meteorological Institute, Helsinki, 00560, Finland
| | - Bev Law
- Department of Forest Ecosystems and Society, Oregon State University, Corvallis, OR, 97333, USA
| | | | - Yingnian Li
- Key Laboratory of Adaptation and Evolution of Plateau Biota, Northwest Institute of Plateau Biology, Chinese Academy of Sciences, Xining, 810008, China
| | - Michael Liddell
- Centre for Tropical Environmental Sustainability Studies, James Cook University, Cairns, 4878, Australia
| | | | - Marryanna Lion
- Forestry and Environment Division, Forest Research Institute Malaysia (FRIM), Kepong, 52109, Malaysia
| | - Adam J Liska
- Biological Systems Engineering, University of Nebraska-Lincoln, Lincoln, NE, 68583, USA
| | - Annalea Lohila
- Finnish Meteorological Institute, Helsinki, 00560, Finland.,Institute for Atmosphere and Earth System Research/Physics, University of Helsinki, Helsinki, 00560, Finland
| | - Ana López-Ballesteros
- Department of Botany, School of Natural Sciences, Trinity College Dublin, Dublin, D02PN40, Ireland
| | - Efrén López-Blanco
- Department of Bioscience, Arctic Research Center, Aarhus University, Roskilde, 4000, Denmark
| | - Benjamin Loubet
- Université Paris-Saclay, INRAE, AgroParisTech, UMR ECOSYS, Thiverval-Grignon, 78850, France
| | - Denis Loustau
- ISPA, Bordeaux Sciences Agro, INRAE, Villenave d'Ornon, 33140, France
| | - Antje Lucas-Moffat
- Thünen Institute of Climate-Smart Agriculture, Federal Research Institute of Rural Areas, Forestry and Fisheries, Braunschweig, 38116, Germany.,German Meteorological Service (DWD), Centre for Agrometeorological Research, Braunschweig, 38116, Germany
| | - Johannes Lüers
- Micrometeorology, University of Bayreuth, Bayreuth, 95440, Germany.,Bayreuth Center of Ecology and Environmental Research, 95448, Bayreuth, Germany
| | - Siyan Ma
- ESPM, University of California Berkeley, Berkeley, CA, 94720, USA
| | | | - Vincenzo Magliulo
- Institute for Agricultural and Forestry Systems in the Mediterranean, National Research Council of Italy, Ercolano, 80056, Italy
| | - Regine Maier
- Department of Environmental Systems Science, ETH Zurich, Zurich, 8092, Switzerland
| | - Ivan Mammarella
- Institute for Atmosphere and Earth System Research/Physics, University of Helsinki, Helsinki, 00560, Finland
| | - Giovanni Manca
- Joint Research Centre, European Commission, Ispra, 21027, Italy
| | - Barbara Marcolla
- Department of Sustainable Agro-ecosystems and Bioresources, Research and Innovation Centre, Fondazione Edmund Mach, San Michele All'adige, 38010, Italy
| | - Hank A Margolis
- Centre d'étude de la forêt, Faculté de foresterie, de géographie et de géomatique, Université Laval, Québec, QC, G1V0A6, Canada
| | - Serena Marras
- Euro-Mediterranean Centre on Climate Change Foundation (CMCC), Lecce, 73100, Italy.,Department of Agriculture, University of Sassari, Sassari, 07100, Italy
| | - William Massman
- USDA Forest Service, Rocky Mountain Research Station, Fort Collins, CO, 80526, USA
| | - Mikhail Mastepanov
- Department of Bioscience, Arctic Research Center, Aarhus University, Roskilde, 4000, Denmark.,Oulanka research station, University of Oulu, Kuusamo, 93900, Finland
| | - Roser Matamala
- Environmental Science Division, Argonne National Laboratory, Lemont, IL, 60439, USA
| | | | - Francesco Mazzenga
- Research Institute on Terrestrial Ecosystems, National Research Council of Italy, Monterotondo Scalo, 00015, Italy
| | - Harry McCaughey
- Department of Geography and Planning, Queen's University, Kingston, ON, K7L3N6, Canada
| | - Ian McHugh
- School of Ecosystem and Forest Sciences, The University of Melbourne, Richmond, VIC3121, Australia
| | - Andrew M S McMillan
- Environmental Analytics NZ, Ltd. Raumati South, Paraparaumu, 5032, New Zealand
| | - Lutz Merbold
- Mazingira Centre, International Livestock Research Institute (ILRI), Nairobi, 00100, Kenya
| | - Wayne Meyer
- Biological Sciences, University of Adelaide, Adelaide, SA5064, Australia
| | - Tilden Meyers
- NOAA/OAR/Air Resources Laboratory, 325 Broadway, Boulder, CO, 80303, USA
| | - Scott D Miller
- Atmospheric Sciences Research Center, State University of New York at Albany, Albany, NY, 12203, USA
| | | | - Uta Moderow
- Institute of Hydrology and Meteorology, Technische Universität Dresden, Tharandt, 01737, Germany
| | - Russell K Monson
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, 85721, USA
| | - Leonardo Montagnani
- Forest Department of South Tyrol, Bolzano, 39100, Italy.,Faculty of Science and Technology, Free University of Bolzano, Bolzano, 39100, Italy
| | - Caitlin E Moore
- Department of Plant Biology, University of Illinois at Urbana-Champaign, Urbana, IL, 61801, USA
| | - Eddy Moors
- IHE Delft, Delft, 2611, The Netherlands.,Faculty of Science, VU Amsterdam, Amsterdam, 1081, The Netherlands
| | - Virginie Moreaux
- ISPA, Bordeaux Sciences Agro, INRAE, Villenave d'Ornon, 33140, France.,University Grenoble Alpes, IRD, CNRS, IGE, Grenoble, 38000, France
| | - Christine Moureaux
- TERRA Teaching and Research Center, University of Liege, Gembloux, B-5030, Belgium
| | - J William Munger
- School of Engineering and Applied Sciences, Harvard University, Cambridge, MA, 02138, USA.,Department of Earth and Planetary Sciences, Harvard University, Cambridge, MA, 02138, USA
| | - Taro Nakai
- School of Forestry and Resource Conservation, National Taiwan University, Taipei, 0617, Taiwan.,International Arctic Research Center, University of Alaska Fairbanks, Fairbanks, AK, 99775, USA
| | - Johan Neirynck
- Environment and Climate, Research Institute for Nature and Forest, Geraardsbergen, 9500, Belgium
| | - Zoran Nesic
- Faculty of Land and Food Systems, University of British Columbia, Vancouver, BC, V6T1Z4, Canada
| | - Giacomo Nicolini
- DIBAF, University of Tuscia, Viterbo, 01100, Italy.,Euro-Mediterranean Centre on Climate Change Foundation (CMCC), Lecce, 73100, Italy
| | - Asko Noormets
- Department of Ecosystem Science and Management, Texas A&M University, College Station, TX, 77843, USA
| | - Matthew Northwood
- Research Institute for the Environment and Livelihoods, Charles Darwin University, Casuarina, 0810, Australia
| | - Marcelo Nosetto
- Grupo de Estudios Ambientales, Instituto de Matemática Aplicada San Luis (UNSL & CONICET), San Luis, D5700HHW, Argentina.,Facultad de Ciencias Agropecuarias (UNER), Oro Verde, 3100, Argentina
| | - Yann Nouvellon
- UMR Eco&Sols, CIRAD, Montpellier, 34060, France.,Eco&Sols, Univ Montpellier-CIRAD-INRA-IRD-Montpellier SupAgro, Montpellier, 34060, France
| | - Kimberly Novick
- O'Neill School of Public and Environmental Affairs, Indiana University Bloomington, Bloomington, IN, 47405, USA
| | - Walter Oechel
- Global Change Research Group, Dept. Biology, San Diego State University, San Diego, CA, 92182, USA.,Department of Geography, College of Life and Environmental Sciences, University of Exeter, Exeter, EX44RJ, United Kingdom
| | - Jørgen Eivind Olesen
- Department of Agroecology, Aarhus University, Tjele, 8830, Denmark.,iCLIMATE, Aarhus University, Tjele, 8830, Denmark
| | | | - Shirley A Papuga
- Department of Geology, Wayne State University, Detroit, MI, 48202, USA
| | - Frans-Jan Parmentier
- Department of Physical Geography and Ecosystem Science, Lund University, Lund, 22362, Sweden.,Department of Geosciences, University of Oslo, Oslo, 0315, Norway
| | | | - Marian Pavelka
- Department of Matter and Energy Fluxes, Global Change Research Institute of the Czech Academy of Sciences, Brno, 60300, Czech Republic
| | - Matthias Peichl
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, 90183, Sweden
| | - Elise Pendall
- Hawkesbury Institute for the Environment, Western Sydney University, Penrith, 2751, Australia
| | - Richard P Phillips
- Department of Biology, Indiana University Bloomington, Bloomington, IN, 47401, USA
| | - Kim Pilegaard
- Department of Environmental Engineering, Technical University of Denmark (DTU), Kongens Lyngby, 2800, Denmark
| | - Norbert Pirk
- Department of Physical Geography and Ecosystem Science, Lund University, Lund, 22362, Sweden.,CSIRO Land and Water, Wembley, 6913, Australia
| | - Gabriela Posse
- Instituto de Clima y Agua, Instituto Nacional de Tecnologia Agropecuaria (INTA), Buenos Aires, 1686, Argentina
| | - Thomas Powell
- Climate & Ecosystem Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Heiko Prasse
- Institute of Hydrology and Meteorology, Technische Universität Dresden, Tharandt, 01737, Germany
| | | | - Serge Rambal
- CEFE, CNRS, Univ Montpellier, Montpellier, 34293, France
| | - Üllar Rannik
- Institute for Atmosphere and Earth System Research/Physics, University of Helsinki, Helsinki, 00560, Finland
| | - Naama Raz-Yaseef
- Climate & Ecosystem Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Corinna Rebmann
- Department Computational Hydrosystems, Helmholtz Centre for Environmental Research UFZ, Leipzig, 04318, Germany
| | - David Reed
- Center for Global Change & Earth Observations, Michigan State University, East Lansing, MI, 48823, USA
| | - Victor Resco de Dios
- Hawkesbury Institute for the Environment, Western Sydney University, Penrith, 2751, Australia.,School of Life Science and Engineering, Southwest University of Science and Technology, Mianyang, 621010, China
| | - Natalia Restrepo-Coupe
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, 85721, USA
| | - Borja R Reverter
- Departamento de Química e Física, Universidade Federal da Paraiba, Areia, PB, 58397-000, Brazil
| | - Marilyn Roland
- Department of Biology, Research Group PLECO, University of Antwerp, Antwerp, 2610, Belgium
| | | | - Torsten Sachs
- Remote Sensing and Geoinformatics, GFZ German Research Centre for Geosciences, Potsdam, 14473, Germany
| | - Scott R Saleska
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, 85721, USA
| | - Enrique P Sánchez-Cañete
- Department of Applied Physics, University of Granada, Granada, 18071, Spain.,Andalusian Institute for Earth System Research (CEAMA-IISTA), Granada, 18006, Spain
| | - Zulia M Sanchez-Mejia
- Ciencias del Agua y Medioambiente, Instituto Tecnológico de Sonora, Ciudad Obregón, 85000, Mexico
| | - Hans Peter Schmid
- Institute of Meteorology and Climate Research, Karlsruhe Institute of Technology, Garmisch-Partenkirchen, 82467, Germany
| | - Marius Schmidt
- Agrosphere (IBG3), Forschungszentrum Jülich, Jülich, 52428, Germany
| | - Karl Schneider
- Geographical Institute, University of Cologne, Cologne, 50923, Germany
| | - Frederik Schrader
- Thünen Institute of Climate-Smart Agriculture, Federal Research Institute of Rural Areas, Forestry and Fisheries, Braunschweig, 38116, Germany
| | - Ivan Schroder
- Department of Industry, Innovation and Science, Geoscience Australia, Canberra, 2609, Australia
| | - Russell L Scott
- Southwest Watershed Research Center, USDA-ARS, Tucson, AZ, 85719, USA
| | - Pavel Sedlák
- Department of Matter and Energy Fluxes, Global Change Research Institute of the Czech Academy of Sciences, Brno, 60300, Czech Republic.,Institute of Atmospheric Physics of the Czech Academy of Sciences, Prague, 14100, Czech Republic
| | - Penélope Serrano-Ortíz
- Andalusian Institute for Earth System Research (CEAMA-IISTA), Granada, 18006, Spain.,Department of Ecology, University of Granada, Granada, 18071, Spain
| | - Changliang Shao
- National Hulunber Grassland Ecosystem Observation and Research Station & Institute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Peili Shi
- Key Laboratory of Ecosystem Network Observation and Modeling, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, 100101, China
| | - Ivan Shironya
- A.N. Severtsov Institute of Ecology and Evolution, Russian Academy of Sciences, Moscow, 119071, Russia
| | - Lukas Siebicke
- Bioclimatology, University of Goettingen, Goettingen, 37077, Germany
| | - Ladislav Šigut
- Department of Matter and Energy Fluxes, Global Change Research Institute of the Czech Academy of Sciences, Brno, 60300, Czech Republic
| | - Richard Silberstein
- School of Agriculture and Environment, University of Western Australia, Crawley, 6009, Australia.,School of Science, Edith Cowan University, Joondalup, 6027, Australia
| | - Costantino Sirca
- Euro-Mediterranean Centre on Climate Change Foundation (CMCC), Lecce, 73100, Italy.,Department of Agriculture, University of Sassari, Sassari, 07100, Italy
| | - Donatella Spano
- Euro-Mediterranean Centre on Climate Change Foundation (CMCC), Lecce, 73100, Italy.,Department of Agriculture, University of Sassari, Sassari, 07100, Italy
| | - Rainer Steinbrecher
- Institute of Meteorology and Climate Research, Karlsruhe Institute of Technology, Garmisch-Partenkirchen, 82467, Germany
| | | | - Cove Sturtevant
- National Ecological Observatory Network Program, Boulder, CO, 80301, USA
| | - Andy Suyker
- School of Natural Resources, University of Nebraska-Lincoln, Lincoln, NE, 68583, USA
| | - Torbern Tagesson
- Department of Physical Geography and Ecosystem Science, Lund University, Lund, 22362, Sweden.,Department of Geosciences and Natural Resource Management, University of Copenhagen, Copenhagen, 1350, Denmark
| | - Satoru Takanashi
- Kansai Research Center, Forestry and Forest Products Research Institute, Kyoto, 612-0855, Japan
| | - Yanhong Tang
- College of Urban and Environmental Sciences, Peking University, Beijing, 100871, China
| | - Nigel Tapper
- School of Earth, Atmosphere and Environment, Monash University, Clayton, 3800, Australia
| | - Jonathan Thom
- Space Science and Engineering Center, University of Wisconsin-Madison, Madison, WI, 53706, USA
| | - Michele Tomassucci
- DIBAF, University of Tuscia, Viterbo, 01100, Italy.,Terrasystem srl, Viterbo, 01100, Italy
| | | | - Shawn Urbanski
- USDA Forest Service, Rocky Mountain Research Station, Missoula, MT, 59808, USA
| | - Riccardo Valentini
- DIBAF, University of Tuscia, Viterbo, 01100, Italy.,Euro-Mediterranean Centre on Climate Change Foundation (CMCC), Lecce, 73100, Italy
| | - Michiel van der Molen
- Meteorology and Air Quality group, Wageningen University, 6500, Wageningen, The Netherlands
| | - Eva van Gorsel
- Fenner School of Environment and Society, Australian National University Canberra, Canberra, ACT, 2600, Australia
| | - Ko van Huissteden
- Department of Earth Sciences, Vrije Universiteit Amsterdam, Amsterdam, 1081 HV, The Netherlands
| | - Andrej Varlagin
- A.N. Severtsov Institute of Ecology and Evolution, Russian Academy of Sciences, Moscow, 119071, Russia
| | | | - Timo Vesala
- Institute for Atmosphere and Earth System Research/Physics, University of Helsinki, Helsinki, 00560, Finland
| | - Caroline Vincke
- Earth and Life Institute, Université Catholique de Louvain, Louvain-la-Neuve, 1348, Belgium
| | - Domenico Vitale
- DIBAF, University of Tuscia, Viterbo, 01100, Italy.,Euro-Mediterranean Centre on Climate Change Foundation (CMCC), Lecce, 73100, Italy
| | - Natalia Vygodskaya
- A.N. Severtsov Institute of Ecology and Evolution, Russian Academy of Sciences, Moscow, 119071, Russia
| | - Jeffrey P Walker
- Department of Civil Engineering, Monash University, Clayton, 3800, Australia
| | - Elizabeth Walter-Shea
- School of Natural Resources, University of Nebraska-Lincoln, Lincoln, NE, 68583, USA
| | - Huimin Wang
- Key Laboratory of Ecosystem Network Observation and Modeling, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, 100101, China
| | - Robin Weber
- ESPM, University of California Berkeley, Berkeley, CA, 94720, USA
| | - Sebastian Westermann
- Instituto de Clima y Agua, Instituto Nacional de Tecnologia Agropecuaria (INTA), Buenos Aires, 1686, Argentina
| | - Christian Wille
- Remote Sensing and Geoinformatics, GFZ German Research Centre for Geosciences, Potsdam, 14473, Germany
| | - Steven Wofsy
- School of Engineering and Applied Sciences, Harvard University, Cambridge, MA, 02138, USA.,Department of Earth and Planetary Sciences, Harvard University, Cambridge, MA, 02138, USA
| | - Georg Wohlfahrt
- Department of Ecology, University of Innsbruck, Innsbruck, 6020, Austria
| | - Sebastian Wolf
- Department of Environmental Systems Science, ETH Zurich, Zurich, 8092, Switzerland
| | - William Woodgate
- CSIRO Land and Water, Canberra, 2601, Australia.,School of Earth and Environmental Sciences, The University of Queensland, St Lucia, 4072, Australia
| | - Yuelin Li
- South China Botanical Garden, Chinese Academy of Sciences, Guangzhou, 510650, China
| | - Roberto Zampedri
- Department of Sustainable Agro-ecosystems and Bioresources, Research and Innovation Centre, Fondazione Edmund Mach, San Michele All'adige, 38010, Italy
| | - Junhui Zhang
- Institute of Applied Ecology, Chinese Academy of Sciences, Shenyang, 110016, China
| | - Guoyi Zhou
- College of Applied Meteorology, Nanjing University of Information Science & Technology, Nanjing, 210044, China
| | - Donatella Zona
- Global Change Research Group, Dept. Biology, San Diego State University, San Diego, CA, 92182, USA.,Department of Animal and Plant Sciences, University of Sheffield, Sheffield, S102TN, United Kingdom
| | - Deb Agarwal
- Computational Research Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Sebastien Biraud
- Climate & Ecosystem Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Margaret Torn
- Climate & Ecosystem Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Dario Papale
- DIBAF, University of Tuscia, Viterbo, 01100, Italy. .,Euro-Mediterranean Centre on Climate Change Foundation (CMCC), Lecce, 73100, Italy.
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19
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Saiz E, Sgouridis F, Drijfhout FP, Peichl M, Nilsson MB, Ullah S. Chronic Atmospheric Reactive Nitrogen Deposition Suppresses Biological Nitrogen Fixation in Peatlands. Environ Sci Technol 2021; 55:1310-1318. [PMID: 33389989 DOI: 10.1021/acs.est.0c04882] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Biological nitrogen fixation (BNF) represents the natural pathway by which mosses meet their demands for bioavailable/reactive nitrogen (Nr) in peatlands. However, following intensification of nitrogen fertilizer and fossil fuel use, atmospheric Nr deposition has increased exposing peatlands to Nr loading often above the ecological threshold. As BNF is energy intensive, therefore, it is unclear whether BNF shuts down when Nr availability is no longer a rarity. We studied the response of BNF under a gradient of Nr deposition extending over decades in three peatlands in the U.K., and at a background deposition peatland in Sweden. Experimental nitrogen fertilization plots in the Swedish site were also evaluated for BNF activity. In situ BNF activity of peatlands receiving Nr deposition of 6, 17, and 27 kg N ha-1 yr-1 was not shut down but rather suppressed by 54, 69, and 74%, respectively, compared to the rates under background Nr deposition of ∼2 kg N ha-1 yr-1. These findings were corroborated by similar BNF suppression at the fertilization plots in Sweden. Therefore, contribution of BNF in peatlands exposed to chronic Nr deposition needs accounting when modeling peatland's nitrogen pools, given that nitrogen availability exerts a key control on the carbon capture of peatlands, globally.
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Affiliation(s)
- Ernesto Saiz
- School of Geography, Geology, and the Environment, Keele University, Staffordshire ST5 5BG, United Kingdom
| | - Fotis Sgouridis
- School of Geographical Sciences, University of Bristol, Bristol BS8 1SS, United Kingdom
| | - Falko P Drijfhout
- Chemical Ecology Group, School of Physical and Chemical Sciences, Keele University, Staffordshire ST5 5BG, United Kingdom
| | - Matthias Peichl
- Department of Forest Ecology & Management, Swedish University of Agricultural Sciences, Umeå 750 07, Sweden
| | - Mats B Nilsson
- Department of Forest Ecology & Management, Swedish University of Agricultural Sciences, Umeå 750 07, Sweden
| | - Sami Ullah
- School of Geography, Earth, and Environmental Sciences, and Birmingham Institute of Forest Research, University of Birmingham, Birmingham B15 2TT, United Kingdom
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20
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Lindroth A, Holst J, Linderson ML, Aurela M, Biermann T, Heliasz M, Chi J, Ibrom A, Kolari P, Klemedtsson L, Krasnova A, Laurila T, Lehner I, Lohila A, Mammarella I, Mölder M, Löfvenius MO, Peichl M, Pilegaard K, Soosaar K, Vesala T, Vestin P, Weslien P, Nilsson M. Correction to 'Effects of drought and meteorological forcing on carbon and water fluxes in Nordic forests during the dry summer of 2018'. Philos Trans R Soc Lond B Biol Sci 2020; 376:20200453. [PMID: 33308078 DOI: 10.1098/rstb.2020.0453] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
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21
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Bond‐Lamberty B, Christianson DS, Malhotra A, Pennington SC, Sihi D, AghaKouchak A, Anjileli H, Altaf Arain M, Armesto JJ, Ashraf S, Ataka M, Baldocchi D, Andrew Black T, Buchmann N, Carbone MS, Chang S, Crill P, Curtis PS, Davidson EA, Desai AR, Drake JE, El‐Madany TS, Gavazzi M, Görres C, Gough CM, Goulden M, Gregg J, Gutiérrez del Arroyo O, He J, Hirano T, Hopple A, Hughes H, Järveoja J, Jassal R, Jian J, Kan H, Kaye J, Kominami Y, Liang N, Lipson D, Macdonald CA, Maseyk K, Mathes K, Mauritz M, Mayes MA, McNulty S, Miao G, Migliavacca M, Miller S, Miniat CF, Nietz JG, Nilsson MB, Noormets A, Norouzi H, O’Connell CS, Osborne B, Oyonarte C, Pang Z, Peichl M, Pendall E, Perez‐Quezada JF, Phillips CL, Phillips RP, Raich JW, Renchon AA, Ruehr NK, Sánchez‐Cañete EP, Saunders M, Savage KE, Schrumpf M, Scott RL, Seibt U, Silver WL, Sun W, Szutu D, Takagi K, Takagi M, Teramoto M, Tjoelker MG, Trumbore S, Ueyama M, Vargas R, Varner RK, Verfaillie J, Vogel C, Wang J, Winston G, Wood TE, Wu J, Wutzler T, Zeng J, Zha T, Zhang Q, Zou J. COSORE: A community database for continuous soil respiration and other soil-atmosphere greenhouse gas flux data. Glob Chang Biol 2020; 26:7268-7283. [PMID: 33026137 PMCID: PMC7756728 DOI: 10.1111/gcb.15353] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/08/2020] [Revised: 09/04/2020] [Accepted: 09/04/2020] [Indexed: 05/07/2023]
Abstract
Globally, soils store two to three times as much carbon as currently resides in the atmosphere, and it is critical to understand how soil greenhouse gas (GHG) emissions and uptake will respond to ongoing climate change. In particular, the soil-to-atmosphere CO2 flux, commonly though imprecisely termed soil respiration (RS ), is one of the largest carbon fluxes in the Earth system. An increasing number of high-frequency RS measurements (typically, from an automated system with hourly sampling) have been made over the last two decades; an increasing number of methane measurements are being made with such systems as well. Such high frequency data are an invaluable resource for understanding GHG fluxes, but lack a central database or repository. Here we describe the lightweight, open-source COSORE (COntinuous SOil REspiration) database and software, that focuses on automated, continuous and long-term GHG flux datasets, and is intended to serve as a community resource for earth sciences, climate change syntheses and model evaluation. Contributed datasets are mapped to a single, consistent standard, with metadata on contributors, geographic location, measurement conditions and ancillary data. The design emphasizes the importance of reproducibility, scientific transparency and open access to data. While being oriented towards continuously measured RS , the database design accommodates other soil-atmosphere measurements (e.g. ecosystem respiration, chamber-measured net ecosystem exchange, methane fluxes) as well as experimental treatments (heterotrophic only, etc.). We give brief examples of the types of analyses possible using this new community resource and describe its accompanying R software package.
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Affiliation(s)
- Ben Bond‐Lamberty
- Pacific Northwest National LaboratoryJoint Global Change Research Institute at the University of Maryland–College ParkCollege ParkMDUSA
| | | | - Avni Malhotra
- Department of Earth System ScienceStanford UniversityStanfordCAUSA
| | - Stephanie C. Pennington
- Pacific Northwest National LaboratoryJoint Global Change Research Institute at the University of Maryland–College ParkCollege ParkMDUSA
| | - Debjani Sihi
- Climate Change Science Institute and Environmental Sciences DivisionOak Ridge National LaboratoryOak RidgeTNUSA
- Present address:
Department of Environmental SciencesEmory UniversityAtlantaGAUSA
| | - Amir AghaKouchak
- Department of Civil and Environmental EngineeringUniversity of California IrvineIrvineCAUSA
| | - Hassan Anjileli
- Department of Civil and Environmental EngineeringUniversity of California IrvineIrvineCAUSA
| | - M. Altaf Arain
- School of Geography and Earth SciencesMcMaster UniversityHamiltonOntarioCanada
| | - Juan J. Armesto
- Departamento de EcologíaPontificia Universidad Católica de ChileSantiagoChile
- Instituto de Ecología y BiodiversidadSantiagoChile
| | - Samaneh Ashraf
- Department of Building, Civil and Environmental EngineeringConcordia UniversityMontrealQCCanada
| | - Mioko Ataka
- Research Institute for Sustainable HumanosphereKyoto UniversityUji CityKyotoJapan
| | - Dennis Baldocchi
- Department of Environmental Science, Policy, and ManagementUniversity of CaliforniaBerkeleyCAUSA
| | - Thomas Andrew Black
- Faculty of Land and Food SystemsUniversity of British ColumbiaVancouverBCCanada
| | - Nina Buchmann
- Department of Environmental Systems ScienceInstitute of Agricultural SciencesETH ZurichZurichSwitzerland
| | - Mariah S. Carbone
- Center for Ecosystem Science and SocietyNorthern Arizona UniversityFlagstaffAZUSA
| | - Shih‐Chieh Chang
- Department of Natural Resources and Environmental StudiesCenter for Interdisciplinary Research on Ecology and SustainabilityNational Dong Hwa UniversityHualienTaiwan
| | - Patrick Crill
- Department of Geological Sciences and Bolin Centre for Climate ResearchStockholm UniversityStockholmSweden
| | - Peter S. Curtis
- Department of Evolution, Ecology and Organismal BiologyOhio State UniversityColumbusOHUSA
| | - Eric A. Davidson
- Appalachian LaboratoryUniversity of Maryland Center for Environmental ScienceFrostburgMDUSA
| | - Ankur R. Desai
- Department of Atmospheric and Oceanic SciencesUniversity of Wisconsin‐MadisonMadisonWIUSA
| | - John E. Drake
- Sustainable Resources ManagementSUNY‐ESFSyracuseNYUSA
| | | | - Michael Gavazzi
- Eastern Forest Environmental Threat Assessment CenterUSDA Forest ServiceResearch Triangle ParkNCUSA
| | | | | | | | - Jillian Gregg
- Sustainability Double Degree ProgramOregon State UniversityCorvallisORUSA
| | | | - Jin‐Sheng He
- Institute of EcologyCollege of Urban and Environmental SciencesPeking UniversityBeijingChina
| | - Takashi Hirano
- Research Faculty of AgricultureHokkaido UniversitySapporoJapan
| | - Anya Hopple
- Pacific Northwest National LaboratoryRichlandWAUSA
- Smithsonian Environmental Research CenterEdgewaterMDUSA
| | - Holly Hughes
- School of Forest ResourcesUniversity of MaineOronoMEUSA
| | - Järvi Järveoja
- Department of Forest Ecology and ManagementSwedish University of Agricultural SciencesUmeåSweden
| | - Rachhpal Jassal
- Faculty of Land and Food SystemsUniversity of British ColumbiaVancouverBCCanada
| | - Jinshi Jian
- Pacific Northwest National LaboratoryJoint Global Change Research Institute at the University of Maryland–College ParkCollege ParkMDUSA
| | - Haiming Kan
- Beijing Research & Development Centre for Grass and EnvironmentBeijing Academy of Agriculture and Forestry SciencesBeijingChina
| | - Jason Kaye
- The Pennsylvania State UniversityUniversity ParkPAUSA
| | - Yuji Kominami
- Forestry and Forest Products Research InstituteTsukuba‐cityJapan
| | - Naishen Liang
- Center for Global Environmental ResearchNational Institute for Environmental StudiesTsukubaJapan
| | - David Lipson
- Biology DepartmentSan Diego State UniversitySan DiegoCAUSA
| | - Catriona A. Macdonald
- Hawkesbury Institute for the EnvironmentWestern Sydney UniversityPenrithNSWAustralia
| | - Kadmiel Maseyk
- School of Environment, Earth and Ecosystem SciencesThe Open UniversityMilton KeynesUK
| | - Kayla Mathes
- Integrated Life SciencesVirginia Commonwealth UniversityRichmondVAUSA
| | | | - Melanie A. Mayes
- Climate Change Science Institute and Environmental Sciences DivisionOak Ridge National LaboratoryOak RidgeTNUSA
| | - Steve McNulty
- Eastern Forest Environmental Threat Assessment CenterUSDA Forest ServiceResearch Triangle ParkNCUSA
| | - Guofang Miao
- School of Geographical SciencesFujian Normal UniversityFuzhouP.R. China
| | | | - Scott Miller
- University at AlbanyState University of New YorkNew YorkNYUSA
| | - Chelcy F. Miniat
- USDA Forest ServiceSouthern Research StationCoweeta Hydrologic LabOttoNCUSA
| | - Jennifer G. Nietz
- Department of Evolution, Ecology and Organismal BiologyOhio State UniversityColumbusOHUSA
| | - Mats B. Nilsson
- Department of Forest Ecology and ManagementSwedish University of Agricultural SciencesUmeåSweden
| | - Asko Noormets
- Department of Ecology and Conservation BiologyTexas A&M UniversityCollege StationTXUSA
| | - Hamidreza Norouzi
- New York City College of Technology and the Graduate CenterThe City University of New YorkNew YorkNYUSA
| | - Christine S. O’Connell
- Department of Environmental Science, Policy, and ManagementUniversity of CaliforniaBerkeleyCAUSA
- Department of Environmental StudiesMacalester CollegeSt PaulMNUSA
| | - Bruce Osborne
- UCD School of Biology and Environmental Science and UCD Earth InstituteUniversity College DublinDublinIreland
| | | | - Zhuo Pang
- Beijing Research & Development Centre for Grass and EnvironmentBeijing Academy of Agriculture and Forestry SciencesBeijingChina
| | - Matthias Peichl
- Department of Forest Ecology and ManagementSwedish University of Agricultural SciencesUmeåSweden
| | - Elise Pendall
- Hawkesbury Institute for the EnvironmentWestern Sydney UniversityPenrithNSWAustralia
| | - Jorge F. Perez‐Quezada
- Department of Environmental Science and Renewable Natural ResourcesUniversity of ChileSantiagoChile
- Institute of Ecology and BiodiversitySantiagoChile
| | - Claire L. Phillips
- USDA Agricultural Research ServiceForage Seed and Cereal Research UnitCorvallisORUSA
| | | | - James W. Raich
- Department of Ecology, Evolution & Organismal BiologyIowa State UniversityAmesIAUSA
| | - Alexandre A. Renchon
- Hawkesbury Institute for the EnvironmentWestern Sydney UniversityPenrithNSWAustralia
| | - Nadine K. Ruehr
- Institute of Meteorology and Climate Research–Atmospheric Environmental ResearchKIT‐Campus AlpinKarlsruhe Institute of TechnologyGarmisch‐PartenkirchenGermany
| | | | - Matthew Saunders
- School of Natural SciencesBotany DepartmentTrinity College DublinDublinIreland
| | | | | | | | - Ulli Seibt
- Department of Atmospheric and Oceanic SciencesUniversity of California Los AngelesLos AngelesCAUSA
| | - Whendee L. Silver
- Department of Environmental Science, Policy, and ManagementUniversity of CaliforniaBerkeleyCAUSA
| | - Wu Sun
- Department of Global EcologyCarnegie Institution for ScienceStanfordCAUSA
| | - Daphne Szutu
- Department of Environmental Science, Policy, and ManagementUniversity of CaliforniaBerkeleyCAUSA
| | - Kentaro Takagi
- Field Science Center for Northern BiosphereHokkaido UniversityHoronobeJapan
| | | | - Munemasa Teramoto
- Center for Global Environmental ResearchNational Institute for Environmental StudiesTsukubaJapan
- Present address:
Arid Land Research CenterTottori UniversityTottori680–0001Japan
| | - Mark G. Tjoelker
- Hawkesbury Institute for the EnvironmentWestern Sydney UniversityPenrithNSWAustralia
| | | | - Masahito Ueyama
- Graduate School of Life and Environmental SciencesOsaka Prefecture UniversitySakaiJapan
| | - Rodrigo Vargas
- Department of Plant and Soil SciencesUniversity of DelawareNewarkDEUSA
| | - Ruth K. Varner
- Department of Earth Sciences and Institute for the Study of Earth, Oceans and SpaceUniversity of New HampshireDurhamNHUSA
| | - Joseph Verfaillie
- Department of Environmental Science, Policy, and ManagementUniversity of CaliforniaBerkeleyCAUSA
| | | | - Jinsong Wang
- Key Laboratory of Ecosystem Network Observation and ModelingInstitute of Geographic Sciences and Natural Resources ResearchChinese Academy of SciencesBeijingChina
| | - Greg Winston
- Department of Science, Engineering and MathematicsCypress CollegeCypressCAUSA
| | - Tana E. Wood
- USDA Forest Service International Institute of Tropical ForestryRío PiedrasPuerto Rico
| | - Juying Wu
- Beijing Research & Development Centre for Grass and EnvironmentBeijing Academy of Agriculture and Forestry SciencesBeijingChina
| | | | - Jiye Zeng
- Center for Global Environmental ResearchNational Institute for Environmental StudiesTsukubaJapan
| | - Tianshan Zha
- School of Soil and Water ConservationBeijing Forestry UniversityBeijingP.R. China
| | - Quan Zhang
- State Key Laboratory of Water Resources and Hydropower Engineering ScienceWuhan UniversityWuhanP.R. China
| | - Junliang Zou
- Beijing Research & Development Centre for Grass and EnvironmentBeijing Academy of Agriculture and Forestry SciencesBeijingChina
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22
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Lindroth A, Holst J, Linderson ML, Aurela M, Biermann T, Heliasz M, Chi J, Ibrom A, Kolari P, Klemedtsson L, Krasnova A, Laurila T, Lehner I, Lohila A, Mammarella I, Mölder M, Löfvenius MO, Peichl M, Pilegaard K, Soosar K, Vesala T, Vestin P, Weslien P, Nilsson M. Effects of drought and meteorological forcing on carbon and water fluxes in Nordic forests during the dry summer of 2018. Philos Trans R Soc Lond B Biol Sci 2020; 375:20190516. [PMID: 32892726 PMCID: PMC7485108 DOI: 10.1098/rstb.2019.0516] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/27/2020] [Indexed: 12/03/2022] Open
Abstract
The Nordic region was subjected to severe drought in 2018 with a particularly long-lasting and large soil water deficit in Denmark, Southern Sweden and Estonia. Here, we analyse the impact of the drought on carbon and water fluxes in 11 forest ecosystems of different composition: spruce, pine, mixed and deciduous. We assess the impact of drought on fluxes by estimating the difference (anomaly) between year 2018 and a reference year without drought. Unexpectedly, the evaporation was only slightly reduced during 2018 compared to the reference year at two sites while it increased or was nearly unchanged at all other sites. This occurred under a 40 to 60% reduction in mean surface conductance and the concurrent increase in evaporative demand due to the warm and dry weather. The anomaly in the net ecosystem productivity (NEP) was 93% explained by a multilinear regression with the anomaly in heterotrophic respiration and the relative precipitation deficit as independent variables. Most of the variation (77%) was explained by the heterotrophic component. Six out of 11 forests reduced their annual NEP with more than 50 g C m-2 yr-1 during 2018 as compared to the reference year. The NEP anomaly ranged between -389 and +74 g C m-2 yr-1 with a median value of -59 g C m-2 yr-1. This article is part of the theme issue 'Impacts of the 2018 severe drought and heatwave in Europe: from site to continental scale'.
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Affiliation(s)
- Anders Lindroth
- Department of Physical Geography and Ecosystem Science, Lund University, Lund, Sweden
| | - Jutta Holst
- Department of Physical Geography and Ecosystem Science, Lund University, Lund, Sweden
| | - Maj-Lena Linderson
- Department of Physical Geography and Ecosystem Science, Lund University, Lund, Sweden
| | - Mika Aurela
- Finnish Meteorological Institute, Helsinki, Finland
| | - Tobias Biermann
- Centre for Environmental and Climate Research, Lund University, Lund, Sweden
| | - Michal Heliasz
- Centre for Environmental and Climate Research, Lund University, Lund, Sweden
| | - Jinshu Chi
- Department of Forest Ecology and Management, The Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Andreas Ibrom
- Department of Environmental Engineering, Technical University of Denmark, Lyngby, Denmark
| | - Pasi Kolari
- Institute for Atmospheric and Earth System Research, Helsinki University, Helsinki, Finland
| | - Leif Klemedtsson
- Department of Earth Sciences, University of Gothenburg, Gothenburg, Sweden
| | - Alisa Krasnova
- Institute of Ecology and Earth Sciences, University of Tartu, Tartu, Estonia
| | | | - Irene Lehner
- Centre for Environmental and Climate Research, Lund University, Lund, Sweden
| | - Annalea Lohila
- Finnish Meteorological Institute, Helsinki, Finland
- Institute for Atmospheric and Earth System Research, Helsinki University, Helsinki, Finland
| | - Ivan Mammarella
- Institute for Atmospheric and Earth System Research, Helsinki University, Helsinki, Finland
| | - Meelis Mölder
- Department of Physical Geography and Ecosystem Science, Lund University, Lund, Sweden
| | - Mikaell Ottosson Löfvenius
- Department of Forest Ecology and Management, The Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Matthias Peichl
- Department of Forest Ecology and Management, The Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Kim Pilegaard
- Department of Environmental Engineering, Technical University of Denmark, Lyngby, Denmark
| | - Kaido Soosar
- Institute of Ecology and Earth Sciences, University of Tartu, Tartu, Estonia
| | - Timo Vesala
- Institute for Atmospheric and Earth System Research, Helsinki University, Helsinki, Finland
| | - Patrik Vestin
- Department of Physical Geography and Ecosystem Science, Lund University, Lund, Sweden
| | - Per Weslien
- Department of Earth Sciences, University of Gothenburg, Gothenburg, Sweden
| | - Mats Nilsson
- Department of Forest Ecology and Management, The Swedish University of Agricultural Sciences, Umeå, Sweden
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23
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Fu Z, Ciais P, Bastos A, Stoy PC, Yang H, Green JK, Wang B, Yu K, Huang Y, Knohl A, Šigut L, Gharun M, Cuntz M, Arriga N, Roland M, Peichl M, Migliavacca M, Cremonese E, Varlagin A, Brümmer C, Gourlez de la Motte L, Fares S, Buchmann N, El-Madany TS, Pitacco A, Vendrame N, Li Z, Vincke C, Magliulo E, Koebsch F. Sensitivity of gross primary productivity to climatic drivers during the summer drought of 2018 in Europe. Philos Trans R Soc Lond B Biol Sci 2020; 375:20190747. [PMID: 32892724 DOI: 10.1098/rstb.2019.0747] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
In summer 2018, Europe experienced a record drought, but it remains unknown how the drought affected ecosystem carbon dynamics. Using observations from 34 eddy covariance sites in different biomes across Europe, we studied the sensitivity of gross primary productivity (GPP) to environmental drivers during the summer drought of 2018 versus the reference summer of 2016. We found a greater drought-induced decline of summer GPP in grasslands (-38%) than in forests (-10%), which coincided with reduced evapotranspiration and soil water content (SWC). As compared to the 'normal year' of 2016, GPP in different ecosystems exhibited more negative sensitivity to summer air temperature (Ta) but stronger positive sensitivity to SWC during summer drought in 2018, that is, a stronger reduction of GPP with soil moisture deficit. We found larger negative effects of Ta and vapour pressure deficit (VPD) but a lower positive effect of photosynthetic photon flux density on GPP in 2018 compared to 2016, which contributed to reduced summer GPP in 2018. Our results demonstrate that high temperature-induced increases in VPD and decreases in SWC aggravated drought impacts on GPP. This article is part of the theme issue 'Impacts of the 2018 severe drought and heatwave in Europe: from site to continental scale'.
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Affiliation(s)
- Zheng Fu
- Laboratoire des Sciences du Climat et de l'Environnement, LSCE/IPSL, CEA-CNRS-UVSQ, Université Paris-Saclay, Gif-sur-Yvette 91191, France
| | - Philippe Ciais
- Laboratoire des Sciences du Climat et de l'Environnement, LSCE/IPSL, CEA-CNRS-UVSQ, Université Paris-Saclay, Gif-sur-Yvette 91191, France
| | - Ana Bastos
- Department of Geography, Ludwig Maximilians University, Luisenstrasse 37, 80333 Munich, Germany
| | - Paul C Stoy
- Department of Biological Systems Engineering, University of Wisconsin, Madison, WI, USA.,Department of Land Resources and Environmental Sciences, Montana State University, Bozeman, MT, USA
| | - Hui Yang
- Laboratoire des Sciences du Climat et de l'Environnement, LSCE/IPSL, CEA-CNRS-UVSQ, Université Paris-Saclay, Gif-sur-Yvette 91191, France
| | - Julia K Green
- Laboratoire des Sciences du Climat et de l'Environnement, LSCE/IPSL, CEA-CNRS-UVSQ, Université Paris-Saclay, Gif-sur-Yvette 91191, France
| | - Bingxue Wang
- Key Laboratory of Ecosystem Network Observation and Modeling, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, People's Republic of China
| | - Kailiang Yu
- Laboratoire des Sciences du Climat et de l'Environnement, LSCE/IPSL, CEA-CNRS-UVSQ, Université Paris-Saclay, Gif-sur-Yvette 91191, France
| | - Yuanyuan Huang
- Laboratoire des Sciences du Climat et de l'Environnement, LSCE/IPSL, CEA-CNRS-UVSQ, Université Paris-Saclay, Gif-sur-Yvette 91191, France.,CSIRO Oceans and Atmosphere, Aspendale 3195, Australia
| | - Alexander Knohl
- Bioclimatology, University of Goettingen, Büsgenweg 2, 37077 Göttingen, Germany
| | - Ladislav Šigut
- Global Change Research Institute of the Czech Academy of Sciences, Bělidla 986/4a, 60300 Brno, Czech Republic
| | - Mana Gharun
- Department of Environmental Systems Science, ETH Zurich, Universitaetstrasse 2, 8092 Zurich, Switzerland
| | - Matthias Cuntz
- AgroParisTech, Université de Lorraine, INRAE, UMR Silva, 54000 Nancy, France
| | - Nicola Arriga
- European Commission, Joint Research Centre (JRC), Via E. Fermi, 2479, 21027 Ispra, Italy
| | - Marilyn Roland
- Plants and Ecosystems, University of Antwerp, Universiteitsplein 1, 2610 Wilrijk, Belgium
| | - Matthias Peichl
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Skogsmarksgränd, 90183 Umeå, Sweden
| | - Mirco Migliavacca
- Department Biogeochemical Integration, Max Planck Institute for Biogeochemistry, Hans-Knöll-Strasse 10, 07745 Jena, Germany
| | | | - Andrej Varlagin
- A.N. Severtsov Institute of Ecology and Evolution, Russian Academy of Sciences, Leninsky Prospect 33, 119071 Moscow, Russia
| | - Christian Brümmer
- Thünen-Institut für Agrarklimaschutz, Bundesallee 68, 38116 Braunschweig, Germany
| | - Louis Gourlez de la Motte
- Gembloux Agro-Bio Tech (GxABT), Terra Teaching and Research Center, University of Liege, Gembloux, Belgium
| | - Silvano Fares
- National Research Council, Institute for Bioeconomy, Rome, Italy
| | - Nina Buchmann
- Department of Environmental Systems Science, ETH Zurich, Universitaetstrasse 2, 8092 Zurich, Switzerland
| | - Tarek S El-Madany
- Department Biogeochemical Integration, Max Planck Institute for Biogeochemistry, Hans-Knöll-Strasse 10, 07745 Jena, Germany
| | - Andrea Pitacco
- DAFNAE, University of Padova, Viale dell'Università 16, 35020 Legnaro, Italy
| | - Nadia Vendrame
- DAFNAE, University of Padova, Viale dell'Università 16, 35020 Legnaro, Italy
| | - Zhaolei Li
- National Engineering Laboratory for Efficient Utilization of Soil and Fertilizer Resources, Key Laboratory of Agricultural Environment in Universities of Shandong, College of Resources and Environment, Shandong Agricultural University, Taian 271018, China
| | - Caroline Vincke
- Earth and Life Institute - Environmental Sciences, Université catholique de Louvain, via Patacca 85, 80040 Ercolano (Napoli), Italy
| | - Enzo Magliulo
- CNR - ISAFOM, via Patacca 85, 80040 Ercolano (Napoli), Italy
| | - Franziska Koebsch
- Universität Rostock, Landschaftsökologie und Standortkunde, 18059 Rostock, Germany
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24
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Rinne J, Tuovinen JP, Klemedtsson L, Aurela M, Holst J, Lohila A, Weslien P, Vestin P, Łakomiec P, Peichl M, Tuittila ES, Heiskanen L, Laurila T, Li X, Alekseychik P, Mammarella I, Ström L, Crill P, Nilsson MB. Effect of the 2018 European drought on methane and carbon dioxide exchange of northern mire ecosystems. Philos Trans R Soc Lond B Biol Sci 2020; 375:20190517. [PMID: 32892729 PMCID: PMC7485098 DOI: 10.1098/rstb.2019.0517] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
We analysed the effect of the 2018 European drought on greenhouse gas (GHG) exchange of five North European mire ecosystems. The low precipitation and high summer temperatures in Fennoscandia led to a lowered water table in the majority of these mires. This lowered both carbon dioxide (CO2) uptake and methane (CH4) emission during 2018, turning three out of the five mires from CO2 sinks to sources. The calculated radiative forcing showed that the drought-induced changes in GHG fluxes first resulted in a cooling effect lasting 15–50 years, due to the lowered CH4 emission, which was followed by warming due to the lower CO2 uptake. This article is part of the theme issue ‘Impacts of the 2018 severe drought and heatwave in Europe: from site to continental scale’.
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Affiliation(s)
- J Rinne
- Department of Physical Geography and Ecosystem Science, Lund University, Sweden
| | - J-P Tuovinen
- Climate System Research, Finnish Meteorological Institute, Helsinki, Finland
| | - L Klemedtsson
- Department of Earth Sciences, University of Gothenburg, Sweden
| | - M Aurela
- Climate System Research, Finnish Meteorological Institute, Helsinki, Finland
| | - J Holst
- Department of Physical Geography and Ecosystem Science, Lund University, Sweden
| | - A Lohila
- Climate System Research, Finnish Meteorological Institute, Helsinki, Finland.,INAR Institute for Atmospheric and Earth System Research/Physics, Faculty of Science, University of Helsinki, Finland
| | - P Weslien
- Department of Earth Sciences, University of Gothenburg, Sweden
| | - P Vestin
- Department of Physical Geography and Ecosystem Science, Lund University, Sweden
| | - P Łakomiec
- Department of Physical Geography and Ecosystem Science, Lund University, Sweden
| | - M Peichl
- Department of Forest Ecology and Management, Swedish Agricultural University, Umeå, Sweden
| | - E-S Tuittila
- INAR Institute for Atmospheric and Earth System Research/Physics, Faculty of Science, University of Helsinki, Finland.,School of Forest Sciences, University of Eastern Finland, Joensuu, Finland
| | - L Heiskanen
- Climate System Research, Finnish Meteorological Institute, Helsinki, Finland
| | - T Laurila
- Climate System Research, Finnish Meteorological Institute, Helsinki, Finland
| | - X Li
- INAR Institute for Atmospheric and Earth System Research/Physics, Faculty of Science, University of Helsinki, Finland
| | - P Alekseychik
- INAR Institute for Atmospheric and Earth System Research/Physics, Faculty of Science, University of Helsinki, Finland.,Bioeconomy and Environment, Natural Resources Institute Finland, Helsinki, Finland
| | - I Mammarella
- INAR Institute for Atmospheric and Earth System Research/Physics, Faculty of Science, University of Helsinki, Finland
| | - L Ström
- Department of Physical Geography and Ecosystem Science, Lund University, Sweden
| | - P Crill
- Department of Geological Sciences and Bolin Centre for Climate Research, Stockholm University, Sweden
| | - M B Nilsson
- Department of Forest Ecology and Management, Swedish Agricultural University, Umeå, Sweden
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25
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Graf A, Klosterhalfen A, Arriga N, Bernhofer C, Bogena H, Bornet F, Brüggemann N, Brümmer C, Buchmann N, Chi J, Chipeaux C, Cremonese E, Cuntz M, Dušek J, El-Madany TS, Fares S, Fischer M, Foltýnová L, Gharun M, Ghiasi S, Gielen B, Gottschalk P, Grünwald T, Heinemann G, Heinesch B, Heliasz M, Holst J, Hörtnagl L, Ibrom A, Ingwersen J, Jurasinski G, Klatt J, Knohl A, Koebsch F, Konopka J, Korkiakoski M, Kowalska N, Kremer P, Kruijt B, Lafont S, Léonard J, De Ligne A, Longdoz B, Loustau D, Magliulo V, Mammarella I, Manca G, Mauder M, Migliavacca M, Mölder M, Neirynck J, Ney P, Nilsson M, Paul-Limoges E, Peichl M, Pitacco A, Poyda A, Rebmann C, Roland M, Sachs T, Schmidt M, Schrader F, Siebicke L, Šigut L, Tuittila ES, Varlagin A, Vendrame N, Vincke C, Völksch I, Weber S, Wille C, Wizemann HD, Zeeman M, Vereecken H. Altered energy partitioning across terrestrial ecosystems in the European drought year 2018. Philos Trans R Soc Lond B Biol Sci 2020; 375:20190524. [PMID: 32892732 DOI: 10.1098/rstb.2019.0524] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Drought and heat events, such as the 2018 European drought, interact with the exchange of energy between the land surface and the atmosphere, potentially affecting albedo, sensible and latent heat fluxes, as well as CO2 exchange. Each of these quantities may aggravate or mitigate the drought, heat, their side effects on productivity, water scarcity and global warming. We used measurements of 56 eddy covariance sites across Europe to examine the response of fluxes to extreme drought prevailing most of the year 2018 and how the response differed across various ecosystem types (forests, grasslands, croplands and peatlands). Each component of the surface radiation and energy balance observed in 2018 was compared to available data per site during a reference period 2004-2017. Based on anomalies in precipitation and reference evapotranspiration, we classified 46 sites as drought affected. These received on average 9% more solar radiation and released 32% more sensible heat to the atmosphere compared to the mean of the reference period. In general, drought decreased net CO2 uptake by 17.8%, but did not significantly change net evapotranspiration. The response of these fluxes differed characteristically between ecosystems; in particular, the general increase in the evaporative index was strongest in peatlands and weakest in croplands. This article is part of the theme issue 'Impacts of the 2018 severe drought and heatwave in Europe: from site to continental scale'.
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Affiliation(s)
- Alexander Graf
- Institute of Bio- and Geosciences: Agrosphere (IBG3), Forschungszentrum Jülich, Wilhelm-Johnen-Straße, 52428 Jülich, Germany
| | - Anne Klosterhalfen
- Institute of Bio- and Geosciences: Agrosphere (IBG3), Forschungszentrum Jülich, Wilhelm-Johnen-Straße, 52428 Jülich, Germany.,Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Skogsmarksgränd 17, 90183 Umeå, Sweden
| | - Nicola Arriga
- European Commission, Joint Research Centre (JRC), Ispra, Italy
| | - Christian Bernhofer
- Chair of Meteorology, Technische Universität Dresden, Pienner Straße 23, 01737 Tharandt, Germany
| | - Heye Bogena
- Institute of Bio- and Geosciences: Agrosphere (IBG3), Forschungszentrum Jülich, Wilhelm-Johnen-Straße, 52428 Jülich, Germany
| | - Frédéric Bornet
- BioEcoAgro Joint Research Unit, INRAE, Université de Liège, Université de Lille, Université de Picardie Jules Verne, 02000 Barenton-Bugny, France
| | - Nicolas Brüggemann
- Institute of Bio- and Geosciences: Agrosphere (IBG3), Forschungszentrum Jülich, Wilhelm-Johnen-Straße, 52428 Jülich, Germany
| | - Christian Brümmer
- Institute of Climate-Smart Agriculture, Johann Heinrich von Thünen Institute, Bundesallee 65, 38116 Braunschweig, Germany
| | - Nina Buchmann
- Department of Environmental Systems Science, ETH Zurich, Universitätstraße 2, 8092 Zurich, Switzerland
| | - Jinshu Chi
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Skogsmarksgränd 17, 90183 Umeå, Sweden
| | | | - Edoardo Cremonese
- Climate Change Unit, Environmental Protection Agency of Aosta Valley, Italy
| | - Matthias Cuntz
- Unité mixte de Recherche Silva, Université de Lorraine, AgroParisTech, INRAE, UMR Silva, 54000 Nancy, France
| | - Jiří Dušek
- Department of Matter and Energy Fluxes, Global Change Research Institute of the Czech Academy of Sciences, Bělidla 986/4a, 60300 Brno, Czech Republic
| | - Tarek S El-Madany
- Department of Biogeochemical Integration, Max Planck Institute for Biogeochemistry, Hans-Knöll-Straße 10, 07745 Jena, Germany
| | - Silvano Fares
- National Research Council (NRC), Institute of Bioeconomy, Via dei Taurini 19, 00100 Rome, Italy
| | - Milan Fischer
- Department of Matter and Energy Fluxes, Global Change Research Institute of the Czech Academy of Sciences, Bělidla 986/4a, 60300 Brno, Czech Republic
| | - Lenka Foltýnová
- Department of Matter and Energy Fluxes, Global Change Research Institute of the Czech Academy of Sciences, Bělidla 986/4a, 60300 Brno, Czech Republic
| | - Mana Gharun
- Department of Environmental Systems Science, ETH Zurich, Universitätstraße 2, 8092 Zurich, Switzerland
| | - Shiva Ghiasi
- Department of Environmental Systems Science, ETH Zurich, Universitätstraße 2, 8092 Zurich, Switzerland
| | - Bert Gielen
- University of Antwerp, Plants and Ecosystems, Universiteitsplein 1, 2610 Wilrijk, Belgium
| | - Pia Gottschalk
- Remote Sensing and Geoinformatics, German Research Centre for Geosciences (GFZ), Telegrafenberg, 14473 Potsdam, Germany
| | - Thomas Grünwald
- Chair of Meteorology, Technische Universität Dresden, Pienner Straße 23, 01737 Tharandt, Germany
| | - Günther Heinemann
- Environmental Meteorology, University of Trier, Behringstraße 21, 54296 Trier, Germany
| | - Bernard Heinesch
- Terra Teaching and Research Centre, University of Liege - Gembloux Agro-Bio Tech, Avenue de la Faculté, 8, 5030 Gembloux, Belgium
| | - Michal Heliasz
- Department of Physical Geography and Ecosystem Science, Lund University, Sölvegatan 12, 22362 Lund, Sweden
| | - Jutta Holst
- Department of Physical Geography and Ecosystem Science, Lund University, Sölvegatan 12, 22362 Lund, Sweden
| | - Lukas Hörtnagl
- Department of Environmental Systems Science, ETH Zurich, Universitätstraße 2, 8092 Zurich, Switzerland
| | - Andreas Ibrom
- Department of Environmental Engineering, Technical University of Denmark (DTU), Bygningstorvet 115, 2800 Lyngby, Denmark
| | - Joachim Ingwersen
- Institute of Soil Science and Land Evaluation, University of Hohenheim, Emil-Wolff-Straße 27, 70599 Stuttgart, Germany
| | - Gerald Jurasinski
- Department for Landscape Ecology and Site Evaluation, University of Rostock, Justus von Liebig Weg 6, 18059 Rostock, Germany
| | - Janina Klatt
- Institute of Meteorology and Climate Research - Atmospheric Environmental Research, Karlsruhe Institute of Technology, Campus Alpin, Kreuzeckbahnstraße 19, 82467 Garmisch-Partenkirchen, Germany
| | - Alexander Knohl
- Bioclimatology, University of Göttingen, Büsgenweg 2, 37077 Göttingen, Germany
| | - Franziska Koebsch
- Department for Landscape Ecology and Site Evaluation, University of Rostock, Justus von Liebig Weg 6, 18059 Rostock, Germany
| | - Jan Konopka
- Climatology and Environmental Meteorology, Institute of Geoecology, Technische Universität Braunschweig, Langer Kamp 19c, 38106 Braunschweig, Germany
| | - Mika Korkiakoski
- Climate System Research Unit, Finnish Meteorological Institute, PO Box 503, 00101 Helsinki, Finland
| | - Natalia Kowalska
- Department of Matter and Energy Fluxes, Global Change Research Institute of the Czech Academy of Sciences, Bělidla 986/4a, 60300 Brno, Czech Republic
| | - Pascal Kremer
- Institute of Soil Science and Land Evaluation, University of Hohenheim, Emil-Wolff-Straße 27, 70599 Stuttgart, Germany
| | - Bart Kruijt
- Department of Environmental Sciences, Wageningen University and Research, PO Box 47, 6700 AA Wageningen, The Netherlands
| | - Sebastien Lafont
- ISPA, Bordeaux Sciences Agro, INRAE, 33140, Villenave d'Ornon, France
| | - Joël Léonard
- BioEcoAgro Joint Research Unit, INRAE, Université de Liège, Université de Lille, Université de Picardie Jules Verne, 02000 Barenton-Bugny, France
| | - Anne De Ligne
- Terra Teaching and Research Centre, University of Liege - Gembloux Agro-Bio Tech, Avenue de la Faculté, 8, 5030 Gembloux, Belgium
| | - Bernard Longdoz
- Terra Teaching and Research Centre, University of Liege - Gembloux Agro-Bio Tech, Avenue de la Faculté, 8, 5030 Gembloux, Belgium
| | - Denis Loustau
- ISPA, Bordeaux Sciences Agro, INRAE, 33140, Villenave d'Ornon, France
| | - Vincenzo Magliulo
- CNR - Institute for Agricultural and Forest Systems, Via Patacca, 85, 80040 Ercolano (Napoli), Italy
| | - Ivan Mammarella
- Institute for Atmospheric and Earth System Research/Physics, Faculty of Science, University of Helsinki, Gustaf Hällströmin katu 2B, 00014 Helsinki, Finland
| | - Giovanni Manca
- European Commission, Joint Research Centre (JRC), Ispra, Italy
| | - Matthias Mauder
- Institute of Meteorology and Climate Research - Atmospheric Environmental Research, Karlsruhe Institute of Technology, Campus Alpin, Kreuzeckbahnstraße 19, 82467 Garmisch-Partenkirchen, Germany
| | - Mirco Migliavacca
- Department of Biogeochemical Integration, Max Planck Institute for Biogeochemistry, Hans-Knöll-Straße 10, 07745 Jena, Germany
| | - Meelis Mölder
- Department of Physical Geography and Ecosystem Science, Lund University, Sölvegatan 12, 22362 Lund, Sweden
| | - Johan Neirynck
- Research Institute for Nature and Forest, INBO, Havenlaan 88 Box 73, 1000 Brussels, Belgium
| | - Patrizia Ney
- Institute of Bio- and Geosciences: Agrosphere (IBG3), Forschungszentrum Jülich, Wilhelm-Johnen-Straße, 52428 Jülich, Germany
| | - Mats Nilsson
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Skogsmarksgränd 17, 90183 Umeå, Sweden
| | - Eugénie Paul-Limoges
- Department of Geography, University of Zurich, Winterthurerstraße 190, 8057 Zurich, Switzerland
| | - Matthias Peichl
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Skogsmarksgränd 17, 90183 Umeå, Sweden
| | - Andrea Pitacco
- Department of Agronomy, Food, Natural resources, Animals and Environment, University of Padova, Viale dell'Università 16, 35020 Legnaro, Italy
| | - Arne Poyda
- Institute of Soil Science and Land Evaluation, University of Hohenheim, Emil-Wolff-Straße 27, 70599 Stuttgart, Germany.,Institute of Crop Science and Plant Breeding, Grass and Forage Science/Organic Agriculture, Christian-Albrechts-University Kiel, Hermann-Rodewald-Straße 9, 24118 Kiel, Germany
| | - Corinna Rebmann
- Helmholtz Centre for Environmental Research GmbH - UFZ, Department Computational Hydrosystems, Permoserstraße 15, 04318 Leipzig, Germany
| | - Marilyn Roland
- University of Antwerp, Plants and Ecosystems, Universiteitsplein 1, 2610 Wilrijk, Belgium
| | - Torsten Sachs
- Remote Sensing and Geoinformatics, German Research Centre for Geosciences (GFZ), Telegrafenberg, 14473 Potsdam, Germany
| | - Marius Schmidt
- Institute of Bio- and Geosciences: Agrosphere (IBG3), Forschungszentrum Jülich, Wilhelm-Johnen-Straße, 52428 Jülich, Germany
| | - Frederik Schrader
- Institute of Climate-Smart Agriculture, Johann Heinrich von Thünen Institute, Bundesallee 65, 38116 Braunschweig, Germany
| | - Lukas Siebicke
- Bioclimatology, University of Göttingen, Büsgenweg 2, 37077 Göttingen, Germany
| | - Ladislav Šigut
- Department of Matter and Energy Fluxes, Global Change Research Institute of the Czech Academy of Sciences, Bělidla 986/4a, 60300 Brno, Czech Republic
| | - Eeva-Stiina Tuittila
- School of Forest Sciences, University of Eastern Finland, Yliopistokatu 7, 80101 Joensuu, Finland
| | - Andrej Varlagin
- Laboratory of Biocentology, A.N. Severtsov Institute of Ecology and Evolution, Russian Academy of Sciences, Leninsky pr.33, Moscow 119071, Russia
| | - Nadia Vendrame
- Department of Agronomy, Food, Natural resources, Animals and Environment, University of Padova, Viale dell'Università 16, 35020 Legnaro, Italy
| | - Caroline Vincke
- Environmental Sciences, Earth and Life Institute, Université catholique de Louvain, 1348 Louvain-la-Neuve, Belgium
| | - Ingo Völksch
- Institute of Meteorology and Climate Research - Atmospheric Environmental Research, Karlsruhe Institute of Technology, Campus Alpin, Kreuzeckbahnstraße 19, 82467 Garmisch-Partenkirchen, Germany
| | - Stephan Weber
- Climatology and Environmental Meteorology, Institute of Geoecology, Technische Universität Braunschweig, Langer Kamp 19c, 38106 Braunschweig, Germany
| | - Christian Wille
- Remote Sensing and Geoinformatics, German Research Centre for Geosciences (GFZ), Telegrafenberg, 14473 Potsdam, Germany
| | - Hans-Dieter Wizemann
- Institute of Physics and Meteorology, University of Hohenheim, 70593 Stuttgart, Germany
| | - Matthias Zeeman
- Institute of Meteorology and Climate Research - Atmospheric Environmental Research, Karlsruhe Institute of Technology, Campus Alpin, Kreuzeckbahnstraße 19, 82467 Garmisch-Partenkirchen, Germany
| | - Harry Vereecken
- Institute of Bio- and Geosciences: Agrosphere (IBG3), Forschungszentrum Jülich, Wilhelm-Johnen-Straße, 52428 Jülich, Germany
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26
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Vernay A, Tian X, Chi J, Linder S, Mäkelä A, Oren R, Peichl M, Stangl ZR, Tor-Ngern P, Marshall JD. Estimating canopy gross primary production by combining phloem stable isotopes with canopy and mesophyll conductances. Plant Cell Environ 2020; 43:2124-2142. [PMID: 32596814 DOI: 10.1111/pce.13835] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/03/2020] [Revised: 06/21/2020] [Accepted: 06/22/2020] [Indexed: 06/11/2023]
Abstract
Gross primary production (GPP) is a key component of the forest carbon cycle. However, our knowledge of GPP at the stand scale remains uncertain, because estimates derived from eddy covariance (EC) rely on semi-empirical modelling and the assumptions of the EC technique are sometimes not fully met. We propose using the sap flux/isotope method as an alternative way to estimate canopy GPP, termed GPPiso/SF , at the stand scale and at daily resolution. It is based on canopy conductance inferred from sap flux and intrinsic water-use efficiency estimated from the stable carbon isotope composition of phloem contents. The GPPiso/SF estimate was further corrected for seasonal variations in photosynthetic capacity and mesophyll conductance. We compared our estimate of GPPiso/SF to the GPP derived from PRELES, a model parameterized with EC data. The comparisons were performed in a highly instrumented, boreal Scots pine forest in northern Sweden, including a nitrogen fertilized and a reference plot. The resulting annual and daily GPPiso/SF estimates agreed well with PRELES, in the fertilized plot and the reference plot. We discuss the GPPiso/SF method as an alternative which can be widely applied without terrain restrictions, where the assumptions of EC are not met.
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Affiliation(s)
- Antoine Vernay
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Xianglin Tian
- Department of Forest Sciences, University of Helsinki, Helsinki, Finland
| | - Jinshu Chi
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Sune Linder
- Southern Swedish Forest Research Centre, Swedish University of Agricultural Sciences, Alnarp, Sweden
| | - Annikki Mäkelä
- Department of Forest Sciences, University of Helsinki, Helsinki, Finland
| | - Ram Oren
- Department of Forest Sciences, University of Helsinki, Helsinki, Finland
- Division of Environmental Science & Policy, Nicholas School of the Environment, Duke University, Durham, North Carolina, USA
- Department of Civil & Environmental Engineering, Pratt School of Engineering, Duke University, Durham, North Carolina, USA
| | - Matthias Peichl
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Zsofia R Stangl
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Pantana Tor-Ngern
- Department of Environmental Science, Faculty of Science, Chulalongkorn University, Bangkok, Thailand
- Environment, Health and Social Data Analytics Research Group, Chulalongkorn University, Bangkok, Thailand
| | - John D Marshall
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
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27
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Järveoja J, Nilsson MB, Crill PM, Peichl M. Bimodal diel pattern in peatland ecosystem respiration rebuts uniform temperature response. Nat Commun 2020; 11:4255. [PMID: 32848144 PMCID: PMC7449960 DOI: 10.1038/s41467-020-18027-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2020] [Accepted: 07/29/2020] [Indexed: 11/26/2022] Open
Abstract
Accurate projections of climate change impacts on the vast carbon stores of northern peatlands require detailed knowledge of ecosystem respiration (ER) and its heterotrophic (Rh) and autotrophic (Ra) components. Currently, however, standard flux measurement techniques, i.e. eddy covariance and manual chambers, generate empirical ER data during only night- or daytime, respectively, which are extrapolated to the daily scale based on the paradigm that assumes a uniform diel temperature response. Here, using continuous autochamber measurements, we demonstrate a distinct bimodal pattern in diel peatland ER which contrasts the unimodal pattern inherent to the classical assumption. This feature results from divergent temperature dependencies of day- and nighttime ER due to varying contributions from Rh and Ra. We further find that disregarding these bimodal dynamics causes significant bias in ER estimates across multiple temporal scales. This calls for improved process-based understanding of ER to advance our ability to simulate peatland carbon cycle-climate feedbacks. Predicting the fate of carbon in peatlands relies on assumptions of behaviour in response to temperature. Here, the authors show that the temperature dependency of respiratory carbon losses shift strongly over day-night cycles, an overlooked facet causing bias in peatland carbon cycle simulations.
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Affiliation(s)
- Järvi Järveoja
- Department of Forest Ecology & Management, Swedish University of Agricultural Sciences, Umeå, Sweden.
| | - Mats B Nilsson
- Department of Forest Ecology & Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Patrick M Crill
- Department of Geological Sciences, Stockholm University, Stockholm, Sweden.,Bolin Centre for Climate Research, Stockholm, Sweden
| | - Matthias Peichl
- Department of Forest Ecology & Management, Swedish University of Agricultural Sciences, Umeå, Sweden
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28
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Pastorello G, Trotta C, Canfora E, Chu H, Christianson D, Cheah YW, Poindexter C, Chen J, Elbashandy A, Humphrey M, Isaac P, Polidori D, Reichstein M, Ribeca A, van Ingen C, Vuichard N, Zhang L, Amiro B, Ammann C, Arain MA, Ardö J, Arkebauer T, Arndt SK, Arriga N, Aubinet M, Aurela M, Baldocchi D, Barr A, Beamesderfer E, Marchesini LB, Bergeron O, Beringer J, Bernhofer C, Berveiller D, Billesbach D, Black TA, Blanken PD, Bohrer G, Boike J, Bolstad PV, Bonal D, Bonnefond JM, Bowling DR, Bracho R, Brodeur J, Brümmer C, Buchmann N, Burban B, Burns SP, Buysse P, Cale P, Cavagna M, Cellier P, Chen S, Chini I, Christensen TR, Cleverly J, Collalti A, Consalvo C, Cook BD, Cook D, Coursolle C, Cremonese E, Curtis PS, D'Andrea E, da Rocha H, Dai X, Davis KJ, Cinti BD, Grandcourt AD, Ligne AD, De Oliveira RC, Delpierre N, Desai AR, Di Bella CM, Tommasi PD, Dolman H, Domingo F, Dong G, Dore S, Duce P, Dufrêne E, Dunn A, Dušek J, Eamus D, Eichelmann U, ElKhidir HAM, Eugster W, Ewenz CM, Ewers B, Famulari D, Fares S, Feigenwinter I, Feitz A, Fensholt R, Filippa G, Fischer M, Frank J, Galvagno M, Gharun M, Gianelle D, Gielen B, Gioli B, Gitelson A, Goded I, Goeckede M, Goldstein AH, Gough CM, Goulden ML, Graf A, Griebel A, Gruening C, Grünwald T, Hammerle A, Han S, Han X, Hansen BU, Hanson C, Hatakka J, He Y, Hehn M, Heinesch B, Hinko-Najera N, Hörtnagl L, Hutley L, Ibrom A, Ikawa H, Jackowicz-Korczynski M, Janouš D, Jans W, Jassal R, Jiang S, Kato T, Khomik M, Klatt J, Knohl A, Knox S, Kobayashi H, Koerber G, Kolle O, Kosugi Y, Kotani A, Kowalski A, Kruijt B, Kurbatova J, Kutsch WL, Kwon H, Launiainen S, Laurila T, Law B, Leuning R, Li Y, Liddell M, Limousin JM, Lion M, Liska AJ, Lohila A, López-Ballesteros A, López-Blanco E, Loubet B, Loustau D, Lucas-Moffat A, Lüers J, Ma S, Macfarlane C, Magliulo V, Maier R, Mammarella I, Manca G, Marcolla B, Margolis HA, Marras S, Massman W, Mastepanov M, Matamala R, Matthes JH, Mazzenga F, McCaughey H, McHugh I, McMillan AMS, Merbold L, Meyer W, Meyers T, Miller SD, Minerbi S, Moderow U, Monson RK, Montagnani L, Moore CE, Moors E, Moreaux V, Moureaux C, Munger JW, Nakai T, Neirynck J, Nesic Z, Nicolini G, Noormets A, Northwood M, Nosetto M, Nouvellon Y, Novick K, Oechel W, Olesen JE, Ourcival JM, Papuga SA, Parmentier FJ, Paul-Limoges E, Pavelka M, Peichl M, Pendall E, Phillips RP, Pilegaard K, Pirk N, Posse G, Powell T, Prasse H, Prober SM, Rambal S, Rannik Ü, Raz-Yaseef N, Rebmann C, Reed D, Dios VRD, Restrepo-Coupe N, Reverter BR, Roland M, Sabbatini S, Sachs T, Saleska SR, Sánchez-Cañete EP, Sanchez-Mejia ZM, Schmid HP, Schmidt M, Schneider K, Schrader F, Schroder I, Scott RL, Sedlák P, Serrano-Ortíz P, Shao C, Shi P, Shironya I, Siebicke L, Šigut L, Silberstein R, Sirca C, Spano D, Steinbrecher R, Stevens RM, Sturtevant C, Suyker A, Tagesson T, Takanashi S, Tang Y, Tapper N, Thom J, Tomassucci M, Tuovinen JP, Urbanski S, Valentini R, van der Molen M, van Gorsel E, van Huissteden K, Varlagin A, Verfaillie J, Vesala T, Vincke C, Vitale D, Vygodskaya N, Walker JP, Walter-Shea E, Wang H, Weber R, Westermann S, Wille C, Wofsy S, Wohlfahrt G, Wolf S, Woodgate W, Li Y, Zampedri R, Zhang J, Zhou G, Zona D, Agarwal D, Biraud S, Torn M, Papale D. The FLUXNET2015 dataset and the ONEFlux processing pipeline for eddy covariance data. Sci Data 2020; 7:225. [PMID: 32647314 PMCID: PMC7347557 DOI: 10.1038/s41597-020-0534-3] [Citation(s) in RCA: 173] [Impact Index Per Article: 43.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2020] [Accepted: 05/20/2020] [Indexed: 12/02/2022] Open
Abstract
The FLUXNET2015 dataset provides ecosystem-scale data on CO2, water, and energy exchange between the biosphere and the atmosphere, and other meteorological and biological measurements, from 212 sites around the globe (over 1500 site-years, up to and including year 2014). These sites, independently managed and operated, voluntarily contributed their data to create global datasets. Data were quality controlled and processed using uniform methods, to improve consistency and intercomparability across sites. The dataset is already being used in a number of applications, including ecophysiology studies, remote sensing studies, and development of ecosystem and Earth system models. FLUXNET2015 includes derived-data products, such as gap-filled time series, ecosystem respiration and photosynthetic uptake estimates, estimation of uncertainties, and metadata about the measurements, presented for the first time in this paper. In addition, 206 of these sites are for the first time distributed under a Creative Commons (CC-BY 4.0) license. This paper details this enhanced dataset and the processing methods, now made available as open-source codes, making the dataset more accessible, transparent, and reproducible. Measurement(s) | net ecosystem exchange • carbon dioxide • water • energy | Technology Type(s) | eddy covariance • measurement device | Sample Characteristic - Environment | terrestrial biome • atmosphere | Sample Characteristic - Location | Earth (planet) |
Machine-accessible metadata file describing the reported data: 10.6084/m9.figshare.12295910
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Affiliation(s)
- Gilberto Pastorello
- Computational Research Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA.
| | - Carlo Trotta
- DIBAF, University of Tuscia, Viterbo, 01100, Italy
| | - Eleonora Canfora
- DIBAF, University of Tuscia, Viterbo, 01100, Italy.,Euro-Mediterranean Centre on Climate Change Foundation (CMCC), Lecce, 73100, Italy
| | - Housen Chu
- Climate & Ecosystem Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Danielle Christianson
- Computational Research Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - You-Wei Cheah
- Computational Research Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Cristina Poindexter
- Department of Civil Engineering, California State University, Sacramento, CA, 95819, USA
| | - Jiquan Chen
- Department of Geography, Environment, and Spatial Sciences, Michigan State University, East Lansing, MI, 48823, USA
| | - Abdelrahman Elbashandy
- Computational Research Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Marty Humphrey
- Department of Computer Science, University of Virginia, Charlottesville, VA, 22904, USA
| | - Peter Isaac
- TERN Ecosystem Processes, Menzies Creek, VIC3159, Australia
| | - Diego Polidori
- DIBAF, University of Tuscia, Viterbo, 01100, Italy.,Euro-Mediterranean Centre on Climate Change Foundation (CMCC), Lecce, 73100, Italy
| | | | - Alessio Ribeca
- DIBAF, University of Tuscia, Viterbo, 01100, Italy.,Euro-Mediterranean Centre on Climate Change Foundation (CMCC), Lecce, 73100, Italy
| | - Catharine van Ingen
- Computational Research Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Nicolas Vuichard
- Laboratoire des Sciences du Climat et de l'Environnement (LSCE), CEA CNRS, UVSQ UPSACLAY, Gif sur Yvette, 91190, France
| | - Leiming Zhang
- Key Laboratory of Ecosystem Network Observation and Modeling, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, 100101, China
| | - Brian Amiro
- Department of Soil Science, University of Manitoba, Winnipeg, MB, R3T2N2, Canada
| | - Christof Ammann
- Department of Agroecology and Environment, Agroscope Research Institute, Zürich, 8046, Switzerland
| | - M Altaf Arain
- School of Geography and Earth Sciences, McMaster University, L8S4K1, Hamilton, ON, Canada
| | - Jonas Ardö
- Department of Physical Geography and Ecosystem Science, Lund University, Lund, 22362, Sweden
| | - Timothy Arkebauer
- Department of Agronomy and Horticulture, University of Nebraska-Lincoln, Lincoln, NE, 68583, USA
| | - Stefan K Arndt
- School of Ecosystem and Forest Sciences, The University of Melbourne, Richmond, VIC3121, Australia
| | - Nicola Arriga
- Department of Biology, Research Group PLECO, University of Antwerp, Antwerp, 2610, Belgium.,Joint Research Centre, European Commission, Ispra, 21027, Italy
| | - Marc Aubinet
- TERRA Teaching and Research Center, University of Liege, Gembloux, B-5030, Belgium
| | - Mika Aurela
- Finnish Meteorological Institute, Helsinki, 00560, Finland
| | - Dennis Baldocchi
- ESPM, University of California Berkeley, Berkeley, CA, 94720, USA
| | - Alan Barr
- Global Institute for Water Security, University of Saskatchewan, Saskatoon, SK, S7N3H5, Canada.,Climate Research Division, Environment and Climate Change Canada, Saskatoon, SK, S7N3H5, Canada
| | - Eric Beamesderfer
- School of Geography and Earth Sciences, McMaster University, L8S4K1, Hamilton, ON, Canada
| | - Luca Belelli Marchesini
- Department of Sustainable Agro-ecosystems and Bioresources, Research and Innovation Centre, Fondazione Edmund Mach, San Michele All'adige, 38010, Italy.,Department of Landscape Design and Sustainable Ecosystems, Agrarian-Technological Institute, RUDN University, Moscow, 117198, Russia
| | - Onil Bergeron
- Direction du marché du carbone, Ministère du Développement durable de l'Environnement et de la Lutte contre les changements climatiques, Québec, QC, G1R5V7, Canada
| | - Jason Beringer
- School of Agriculture and Environment, University of Western Australia, Crawley, 6009, Australia
| | - Christian Bernhofer
- Institute of Hydrology and Meteorology, Technische Universität Dresden, Tharandt, 01737, Germany
| | - Daniel Berveiller
- Université Paris-Saclay, CNRS, AgroParisTech, Ecologie Systématique et Evolution, Orsay, 91405, France
| | - Dave Billesbach
- Biological Systems Engineering, University of Nebraska-Lincoln, Lincoln, NE, 68583, USA
| | - Thomas Andrew Black
- Faculty of Land and Food Systems, University of British Columbia, Vancouver, BC, V6T1Z4, Canada
| | - Peter D Blanken
- Department of Geography, University of Colorado, Boulder, CO, 80309, USA
| | - Gil Bohrer
- Department of Civil, Environmental & Geodetic Engineering, Ohio State University, Columbus, OH, 43210, USA
| | - Julia Boike
- Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research, Potsdam, 14482, Germany.,Geography Department, Humboldt-Universität zu Berlin, Berlin, Germany
| | - Paul V Bolstad
- Forest Resources, University of Minnesota, St Paul, MN, 55108, USA
| | - Damien Bonal
- Université de Lorraine, AgroParisTech, INRAE, UMR Silva, Nancy, 54000, France
| | | | - David R Bowling
- School of Biological Sciences, University of Utah, Salt Lake City, UT, 84112, USA
| | - Rosvel Bracho
- School of Forest Resources and Conservation, University of Florida, Gainesville, FL, 32611, USA
| | - Jason Brodeur
- McMaster University Library, McMaster University, Hamilton, ON, L8S4L6, Canada
| | - Christian Brümmer
- Thünen Institute of Climate-Smart Agriculture, Federal Research Institute of Rural Areas, Forestry and Fisheries, Braunschweig, 38116, Germany
| | - Nina Buchmann
- Department of Environmental Systems Science, ETH Zurich, Zurich, 8092, Switzerland
| | | | - Sean P Burns
- Department of Geography, University of Colorado, Boulder, CO, 80309, USA.,Mesoscale and Microscale Meteorology Laboratory, National Center for Atmospheric Research, Boulder, CO, 80301, USA
| | - Pauline Buysse
- Université Paris-Saclay, INRAE, AgroParisTech, UMR ECOSYS, Thiverval-Grignon, 78850, France
| | - Peter Cale
- Australian Landscape Trust, Renmark, SA5341, Australia
| | - Mauro Cavagna
- Department of Sustainable Agro-ecosystems and Bioresources, Research and Innovation Centre, Fondazione Edmund Mach, San Michele All'adige, 38010, Italy
| | - Pierre Cellier
- Université Paris-Saclay, INRAE, AgroParisTech, UMR ECOSYS, Thiverval-Grignon, 78850, France
| | - Shiping Chen
- State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, Chinese Academy of Sciences, Beijing, 100093, China
| | - Isaac Chini
- Department of Sustainable Agro-ecosystems and Bioresources, Research and Innovation Centre, Fondazione Edmund Mach, San Michele All'adige, 38010, Italy
| | - Torben R Christensen
- Department of Bioscience, Arctic Research Center, Aarhus University, Roskilde, 4000, Denmark
| | - James Cleverly
- School of Life Sciences, University of Technology Sydney, Sydney, 2007, Australia.,Terrestrial Ecosystem Research Network TERN, University of Technology, Sydney, 2007, Australia
| | - Alessio Collalti
- DIBAF, University of Tuscia, Viterbo, 01100, Italy.,Institute for Agricultural and Forestry Systems in the Mediterranean, National Research Council of Italy, Ercolano, 80056, Italy
| | - Claudia Consalvo
- DIBAF, University of Tuscia, Viterbo, 01100, Italy.,Research Institute on Terrestrial Ecosystems, National Research Council of Italy, Porano, 05010, Italy
| | - Bruce D Cook
- Biospheric Sciences Laboratory, NASA Goddard Space Flight Center, Greenbelt, MD, 20771, USA
| | - David Cook
- Environmental Science Division, Argonne National Laboratory, Lemont, IL, 60439, USA
| | - Carole Coursolle
- Canadian Forest Service, Natural Resources Canada, Québec, QC, G1V4C7, Canada.,Centre d'étude de la forêt, Faculté de foresterie, de géographie et de géomatique, Université Laval, Québec, QC, G1V0A6, Canada
| | - Edoardo Cremonese
- Climate Change Unit, Environmental Protection Agency of Aosta Valley, Saint Christophe, 11020, Italy
| | - Peter S Curtis
- Department of Evolution, Ecology, and Organismal Biology, Ohio State University, Columbus, OH, 43210, USA
| | - Ettore D'Andrea
- Institute for Agricultural and Forestry Systems in the Mediterranean, National Research Council of Italy, Ercolano, 80056, Italy
| | - Humberto da Rocha
- Instituto de Astronomia, Geofísica e Ciências Atmosféricas, Universidade de São Paulo, São Paulo, SP, 01000-000, Brazil
| | - Xiaoqin Dai
- Key Laboratory of Ecosystem Network Observation and Modeling, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, 100101, China
| | - Kenneth J Davis
- Department of Meteorology and Atmospheric Science, The Pennsylvania State University, University Park, PA, 16802, USA
| | - Bruno De Cinti
- Institute of Research on Terrestrial Ecosystems, National Research Council of Italy, Montelibretti, 00010, Italy
| | | | - Anne De Ligne
- TERRA Teaching and Research Center, University of Liege, Gembloux, B-5030, Belgium
| | | | - Nicolas Delpierre
- Université Paris-Saclay, CNRS, AgroParisTech, Ecologie Systématique et Evolution, Orsay, 91405, France
| | - Ankur R Desai
- Atmospheric and Oceanic Sciences, University of Wisconsin-Madison, Madison, WI, 53706, USA
| | - Carlos Marcelo Di Bella
- Departamento de Métodos Cuantitativos y Sistemas de Información, Facultad de Agronomía, UBA, Buenos Aires, 1417, Argentina
| | - Paul di Tommasi
- Institute for Agricultural and Forestry Systems in the Mediterranean, National Research Council of Italy, Ercolano, 80056, Italy
| | - Han Dolman
- Department of Earth Sciences, Vrije Universiteit Amsterdam, Amsterdam, 1081 HV, The Netherlands
| | - Francisco Domingo
- Desertification and Geoecology Department, Experimental Station of Arid Zones, CSIC, Almería, 04120, Spain
| | - Gang Dong
- School of Life Science, Shanxi University, Taiyuan, 030006, China
| | | | - Pierpaolo Duce
- Institute of BioEconomy, National Research Council of Italy, Sassari, 07100, Italy
| | - Eric Dufrêne
- Université Paris-Saclay, CNRS, AgroParisTech, Ecologie Systématique et Evolution, Orsay, 91405, France
| | - Allison Dunn
- Department of Earth, Environment, and Physics, Worcester State University, Worcester, MA, 01602, USA
| | - Jiří Dušek
- Department of Matter and Energy Fluxes, Global Change Research Institute of the Czech Academy of Sciences, Brno, 60300, Czech Republic
| | - Derek Eamus
- School of Life Sciences, University of Technology Sydney, Sydney, 2007, Australia
| | - Uwe Eichelmann
- Institute of Hydrology and Meteorology, Technische Universität Dresden, Tharandt, 01737, Germany
| | | | - Werner Eugster
- Department of Environmental Systems Science, ETH Zurich, Zurich, 8092, Switzerland
| | - Cacilia M Ewenz
- Airborne Research Australia, TERN Ecosystem Processes Central Node, Parafield, 5106, Australia
| | - Brent Ewers
- Department of Botany, Program in Ecology, University of Wyoming, 1000 E. Univ. Ave, Laramie, WY, 82071, USA
| | - Daniela Famulari
- Institute for Agricultural and Forestry Systems in the Mediterranean, National Research Council of Italy, Ercolano, 80056, Italy
| | - Silvano Fares
- Institute of BioEconomy, National Research Council of Italy, Rome, 00100, Italy.,Research Centre for Forestry and Wood, Council for Agricultural Research and Economics, Rome, 00166, Italy
| | - Iris Feigenwinter
- Department of Environmental Systems Science, ETH Zurich, Zurich, 8092, Switzerland
| | | | - Rasmus Fensholt
- Department of Geosciences and Natural Resource Management, University of Copenhagen, Copenhagen, 1350, Denmark
| | - Gianluca Filippa
- Climate Change Unit, Environmental Protection Agency of Aosta Valley, Saint Christophe, 11020, Italy
| | - Marc Fischer
- Energy Analysis & Environmental Impacts Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - John Frank
- USDA Forest Service, Rocky Mountain Research Station, Fort Collins, CO, 80526, USA
| | - Marta Galvagno
- Climate Change Unit, Environmental Protection Agency of Aosta Valley, Saint Christophe, 11020, Italy
| | - Mana Gharun
- Department of Environmental Systems Science, ETH Zurich, Zurich, 8092, Switzerland
| | - Damiano Gianelle
- Department of Sustainable Agro-ecosystems and Bioresources, Research and Innovation Centre, Fondazione Edmund Mach, San Michele All'adige, 38010, Italy
| | - Bert Gielen
- Department of Biology, Research Group PLECO, University of Antwerp, Antwerp, 2610, Belgium
| | - Beniamino Gioli
- Institute of BioEconomy, National Research Council of Italy, Firenze, 50145, Italy
| | - Anatoly Gitelson
- School of Natural Resources, University of Nebraska-Lincoln, Lincoln, NE, 68583, USA
| | - Ignacio Goded
- Joint Research Centre, European Commission, Ispra, 21027, Italy
| | | | | | - Christopher M Gough
- Department of Biology, Virginia Commonwealth University, Richmond, VA, 23284, USA
| | - Michael L Goulden
- Department of Earth System Science, University of California, Irvine, CA, 92697, USA
| | - Alexander Graf
- Agrosphere (IBG3), Forschungszentrum Jülich, Jülich, 52428, Germany
| | - Anne Griebel
- School of Ecosystem and Forest Sciences, The University of Melbourne, Richmond, VIC3121, Australia
| | | | - Thomas Grünwald
- Institute of Hydrology and Meteorology, Technische Universität Dresden, Tharandt, 01737, Germany
| | - Albin Hammerle
- Department of Ecology, University of Innsbruck, Innsbruck, 6020, Austria
| | - Shijie Han
- International Joint Research Laboratory for Global Change Ecology, School of Life Sciences, Henan University, Kaifeng, 450000, China.,Institute of Applied Ecology, Chinese Academy of Sciences, Shenyang, 110016, China
| | - Xingguo Han
- State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, Chinese Academy of Sciences, Beijing, 100093, China
| | - Birger Ulf Hansen
- Department of Geosciences and Natural Resource Management, University of Copenhagen, Copenhagen, 1350, Denmark
| | - Chad Hanson
- Department of Forest Ecosystems and Society, Oregon State University, Corvallis, OR, 97333, USA
| | - Juha Hatakka
- Finnish Meteorological Institute, Helsinki, 00560, Finland
| | - Yongtao He
- Key Laboratory of Ecosystem Network Observation and Modeling, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, 100101, China.,College of Resources and Environment, University of Chinese Academy of Sciences, Beijing, 100190, China
| | - Markus Hehn
- Institute of Hydrology and Meteorology, Technische Universität Dresden, Tharandt, 01737, Germany
| | - Bernard Heinesch
- TERRA Teaching and Research Center, University of Liege, Gembloux, B-5030, Belgium
| | - Nina Hinko-Najera
- School of Ecosystem and Forest Sciences, The University of Melbourne, Creswick, VIC3363, Australia
| | - Lukas Hörtnagl
- Department of Environmental Systems Science, ETH Zurich, Zurich, 8092, Switzerland
| | - Lindsay Hutley
- Research Institute for the Environment and Livelihoods, Charles Darwin University, Darwin, 0909, Australia
| | - Andreas Ibrom
- Department of Environmental Engineering, Technical University of Denmark (DTU), Kongens Lyngby, 2800, Denmark
| | - Hiroki Ikawa
- Institute for Agro-Environmental Sciences, National Agriculture and Food Research Organization, Tsukuba, 305-8604, Japan
| | - Marcin Jackowicz-Korczynski
- Department of Physical Geography and Ecosystem Science, Lund University, Lund, 22362, Sweden.,Department of Bioscience, Arctic Research Center, Aarhus University, Roskilde, 4000, Denmark
| | - Dalibor Janouš
- Department of Matter and Energy Fluxes, Global Change Research Institute of the Czech Academy of Sciences, Brno, 60300, Czech Republic
| | - Wilma Jans
- Wageningen Environmental Research, Wageningen University and Research, Wageningen, 6708PB, The Netherlands
| | - Rachhpal Jassal
- Faculty of Land and Food Systems, University of British Columbia, Vancouver, BC, V6T1Z4, Canada
| | - Shicheng Jiang
- Key Laboratory of Vegetation Ecology, Ministry of Education, Northeast Normal University, Changchun, 130024, China
| | - Tomomichi Kato
- Research Faculty of Agriculture, Hokkaido University, Sapporo, 060-8589, Japan.,GI-Core, Hokkaido University, Sapporo, 060-0808, Japan
| | - Myroslava Khomik
- School of Geography and Earth Sciences, McMaster University, L8S4K1, Hamilton, ON, Canada.,Geography and Environmental Management, Waterloo, ON, N2L3G1, Canada
| | - Janina Klatt
- Institute of Meteorology and Climate Research, Karlsruhe Institute of Technology, Garmisch-Partenkirchen, 82467, Germany
| | - Alexander Knohl
- Bioclimatology, University of Goettingen, Goettingen, 37077, Germany.,Centre of Biodiversity and Sustainable Land Use (CBL), University of Goettingen, Goettingen, 37077, Germany
| | - Sara Knox
- Department of Geography, The University of British Columbia, Vancouver, BC, V6T1Z2, Canada
| | - Hideki Kobayashi
- Research Institute for Global Change, Institute of Arctic Climate and Environment Research, Japan Agency for Marine-Earth Science and Technology, Yokoama, 236-0001, Japan
| | - Georgia Koerber
- Biological Sciences, University of Adelaide, Adelaide, SA5064, Australia
| | - Olaf Kolle
- Max Planck Institute for Biogeochemistry, Jena, 03641, Germany
| | - Yoshiko Kosugi
- Graduate School of Agriculture, Kyoto University, Kyoto, 606-8502, Japan
| | - Ayumi Kotani
- Graduate School of Bioagricultural Sciences, Nagoya University, Nagoya, 4648601, Japan
| | - Andrew Kowalski
- Department of Applied Physics, University of Granada, Granada, 18071, Spain
| | - Bart Kruijt
- Water systems and Global Change group, Wageningen University, Wageningen, 6500, The Netherlands
| | - Julia Kurbatova
- A.N. Severtsov Institute of Ecology and Evolution, Russian Academy of Sciences, Moscow, 119071, Russia
| | - Werner L Kutsch
- Head Office, Integrated Carbon Observation System (ICOS ERIC), Helsinki, 00560, Finland
| | - Hyojung Kwon
- Department of Forest Ecosystems and Society, Oregon State University, Corvallis, OR, 97333, USA
| | | | - Tuomas Laurila
- Finnish Meteorological Institute, Helsinki, 00560, Finland
| | - Bev Law
- Department of Forest Ecosystems and Society, Oregon State University, Corvallis, OR, 97333, USA
| | | | - Yingnian Li
- Key Laboratory of Adaptation and Evolution of Plateau Biota, Northwest Institute of Plateau Biology, Chinese Academy of Sciences, Xining, 810008, China
| | - Michael Liddell
- Centre for Tropical Environmental Sustainability Studies, James Cook University, Cairns, 4878, Australia
| | | | - Marryanna Lion
- Forestry and Environment Division, Forest Research Institute Malaysia (FRIM), Kepong, 52109, Malaysia
| | - Adam J Liska
- Biological Systems Engineering, University of Nebraska-Lincoln, Lincoln, NE, 68583, USA
| | - Annalea Lohila
- Finnish Meteorological Institute, Helsinki, 00560, Finland.,Institute for Atmosphere and Earth System Research/Physics, University of Helsinki, Helsinki, 00560, Finland
| | - Ana López-Ballesteros
- Department of Botany, School of Natural Sciences, Trinity College Dublin, Dublin, D02PN40, Ireland
| | - Efrén López-Blanco
- Department of Bioscience, Arctic Research Center, Aarhus University, Roskilde, 4000, Denmark
| | - Benjamin Loubet
- Université Paris-Saclay, INRAE, AgroParisTech, UMR ECOSYS, Thiverval-Grignon, 78850, France
| | - Denis Loustau
- ISPA, Bordeaux Sciences Agro, INRAE, Villenave d'Ornon, 33140, France
| | - Antje Lucas-Moffat
- Thünen Institute of Climate-Smart Agriculture, Federal Research Institute of Rural Areas, Forestry and Fisheries, Braunschweig, 38116, Germany.,German Meteorological Service (DWD), Centre for Agrometeorological Research, Braunschweig, 38116, Germany
| | - Johannes Lüers
- Micrometeorology, University of Bayreuth, Bayreuth, 95440, Germany.,Bayreuth Center of Ecology and Environmental Research, 95448, Bayreuth, Germany
| | - Siyan Ma
- ESPM, University of California Berkeley, Berkeley, CA, 94720, USA
| | | | - Vincenzo Magliulo
- Institute for Agricultural and Forestry Systems in the Mediterranean, National Research Council of Italy, Ercolano, 80056, Italy
| | - Regine Maier
- Department of Environmental Systems Science, ETH Zurich, Zurich, 8092, Switzerland
| | - Ivan Mammarella
- Institute for Atmosphere and Earth System Research/Physics, University of Helsinki, Helsinki, 00560, Finland
| | - Giovanni Manca
- Joint Research Centre, European Commission, Ispra, 21027, Italy
| | - Barbara Marcolla
- Department of Sustainable Agro-ecosystems and Bioresources, Research and Innovation Centre, Fondazione Edmund Mach, San Michele All'adige, 38010, Italy
| | - Hank A Margolis
- Centre d'étude de la forêt, Faculté de foresterie, de géographie et de géomatique, Université Laval, Québec, QC, G1V0A6, Canada
| | - Serena Marras
- Euro-Mediterranean Centre on Climate Change Foundation (CMCC), Lecce, 73100, Italy.,Department of Agriculture, University of Sassari, Sassari, 07100, Italy
| | - William Massman
- USDA Forest Service, Rocky Mountain Research Station, Fort Collins, CO, 80526, USA
| | - Mikhail Mastepanov
- Department of Bioscience, Arctic Research Center, Aarhus University, Roskilde, 4000, Denmark.,Oulanka research station, University of Oulu, Kuusamo, 93900, Finland
| | - Roser Matamala
- Environmental Science Division, Argonne National Laboratory, Lemont, IL, 60439, USA
| | | | - Francesco Mazzenga
- Research Institute on Terrestrial Ecosystems, National Research Council of Italy, Monterotondo Scalo, 00015, Italy
| | - Harry McCaughey
- Department of Geography and Planning, Queen's University, Kingston, ON, K7L3N6, Canada
| | - Ian McHugh
- School of Ecosystem and Forest Sciences, The University of Melbourne, Richmond, VIC3121, Australia
| | - Andrew M S McMillan
- Environmental Analytics NZ, Ltd. Raumati South, Paraparaumu, 5032, New Zealand
| | - Lutz Merbold
- Mazingira Centre, International Livestock Research Institute (ILRI), Nairobi, 00100, Kenya
| | - Wayne Meyer
- Biological Sciences, University of Adelaide, Adelaide, SA5064, Australia
| | - Tilden Meyers
- NOAA/OAR/Air Resources Laboratory, 325 Broadway, Boulder, CO, 80303, USA
| | - Scott D Miller
- Atmospheric Sciences Research Center, State University of New York at Albany, Albany, NY, 12203, USA
| | | | - Uta Moderow
- Institute of Hydrology and Meteorology, Technische Universität Dresden, Tharandt, 01737, Germany
| | - Russell K Monson
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, 85721, USA
| | - Leonardo Montagnani
- Forest Department of South Tyrol, Bolzano, 39100, Italy.,Faculty of Science and Technology, Free University of Bolzano, Bolzano, 39100, Italy
| | - Caitlin E Moore
- Department of Plant Biology, University of Illinois at Urbana-Champaign, Urbana, IL, 61801, USA
| | - Eddy Moors
- IHE Delft, Delft, 2611, The Netherlands.,Faculty of Science, VU Amsterdam, Amsterdam, 1081, The Netherlands
| | - Virginie Moreaux
- ISPA, Bordeaux Sciences Agro, INRAE, Villenave d'Ornon, 33140, France.,University Grenoble Alpes, IRD, CNRS, IGE, Grenoble, 38000, France
| | - Christine Moureaux
- TERRA Teaching and Research Center, University of Liege, Gembloux, B-5030, Belgium
| | - J William Munger
- School of Engineering and Applied Sciences, Harvard University, Cambridge, MA, 02138, USA.,Department of Earth and Planetary Sciences, Harvard University, Cambridge, MA, 02138, USA
| | - Taro Nakai
- School of Forestry and Resource Conservation, National Taiwan University, Taipei, 0617, Taiwan.,International Arctic Research Center, University of Alaska Fairbanks, Fairbanks, AK, 99775, USA
| | - Johan Neirynck
- Environment and Climate, Research Institute for Nature and Forest, Geraardsbergen, 9500, Belgium
| | - Zoran Nesic
- Faculty of Land and Food Systems, University of British Columbia, Vancouver, BC, V6T1Z4, Canada
| | - Giacomo Nicolini
- DIBAF, University of Tuscia, Viterbo, 01100, Italy.,Euro-Mediterranean Centre on Climate Change Foundation (CMCC), Lecce, 73100, Italy
| | - Asko Noormets
- Department of Ecosystem Science and Management, Texas A&M University, College Station, TX, 77843, USA
| | - Matthew Northwood
- Research Institute for the Environment and Livelihoods, Charles Darwin University, Casuarina, 0810, Australia
| | - Marcelo Nosetto
- Grupo de Estudios Ambientales, Instituto de Matemática Aplicada San Luis (UNSL & CONICET), San Luis, D5700HHW, Argentina.,Facultad de Ciencias Agropecuarias (UNER), Oro Verde, 3100, Argentina
| | - Yann Nouvellon
- UMR Eco&Sols, CIRAD, Montpellier, 34060, France.,Eco&Sols, Univ Montpellier-CIRAD-INRA-IRD-Montpellier SupAgro, Montpellier, 34060, France
| | - Kimberly Novick
- O'Neill School of Public and Environmental Affairs, Indiana University Bloomington, Bloomington, IN, 47405, USA
| | - Walter Oechel
- Global Change Research Group, Dept. Biology, San Diego State University, San Diego, CA, 92182, USA.,Department of Geography, College of Life and Environmental Sciences, University of Exeter, Exeter, EX44RJ, United Kingdom
| | - Jørgen Eivind Olesen
- Department of Agroecology, Aarhus University, Tjele, 8830, Denmark.,iCLIMATE, Aarhus University, Tjele, 8830, Denmark
| | | | - Shirley A Papuga
- Department of Geology, Wayne State University, Detroit, MI, 48202, USA
| | - Frans-Jan Parmentier
- Department of Physical Geography and Ecosystem Science, Lund University, Lund, 22362, Sweden.,Department of Geosciences, University of Oslo, Oslo, 0315, Norway
| | | | - Marian Pavelka
- Department of Matter and Energy Fluxes, Global Change Research Institute of the Czech Academy of Sciences, Brno, 60300, Czech Republic
| | - Matthias Peichl
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, 90183, Sweden
| | - Elise Pendall
- Hawkesbury Institute for the Environment, Western Sydney University, Penrith, 2751, Australia
| | - Richard P Phillips
- Department of Biology, Indiana University Bloomington, Bloomington, IN, 47401, USA
| | - Kim Pilegaard
- Department of Environmental Engineering, Technical University of Denmark (DTU), Kongens Lyngby, 2800, Denmark
| | - Norbert Pirk
- Department of Physical Geography and Ecosystem Science, Lund University, Lund, 22362, Sweden.,CSIRO Land and Water, Wembley, 6913, Australia
| | - Gabriela Posse
- Instituto de Clima y Agua, Instituto Nacional de Tecnologia Agropecuaria (INTA), Buenos Aires, 1686, Argentina
| | - Thomas Powell
- Climate & Ecosystem Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Heiko Prasse
- Institute of Hydrology and Meteorology, Technische Universität Dresden, Tharandt, 01737, Germany
| | | | - Serge Rambal
- CEFE, CNRS, Univ Montpellier, Montpellier, 34293, France
| | - Üllar Rannik
- Institute for Atmosphere and Earth System Research/Physics, University of Helsinki, Helsinki, 00560, Finland
| | - Naama Raz-Yaseef
- Climate & Ecosystem Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Corinna Rebmann
- Department Computational Hydrosystems, Helmholtz Centre for Environmental Research UFZ, Leipzig, 04318, Germany
| | - David Reed
- Center for Global Change & Earth Observations, Michigan State University, East Lansing, MI, 48823, USA
| | - Victor Resco de Dios
- Hawkesbury Institute for the Environment, Western Sydney University, Penrith, 2751, Australia.,School of Life Science and Engineering, Southwest University of Science and Technology, Mianyang, 621010, China
| | - Natalia Restrepo-Coupe
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, 85721, USA
| | - Borja R Reverter
- Departamento de Química e Física, Universidade Federal da Paraiba, Areia, PB, 58397-000, Brazil
| | - Marilyn Roland
- Department of Biology, Research Group PLECO, University of Antwerp, Antwerp, 2610, Belgium
| | | | - Torsten Sachs
- Remote Sensing and Geoinformatics, GFZ German Research Centre for Geosciences, Potsdam, 14473, Germany
| | - Scott R Saleska
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, 85721, USA
| | - Enrique P Sánchez-Cañete
- Department of Applied Physics, University of Granada, Granada, 18071, Spain.,Andalusian Institute for Earth System Research (CEAMA-IISTA), Granada, 18006, Spain
| | - Zulia M Sanchez-Mejia
- Ciencias del Agua y Medioambiente, Instituto Tecnológico de Sonora, Ciudad Obregón, 85000, Mexico
| | - Hans Peter Schmid
- Institute of Meteorology and Climate Research, Karlsruhe Institute of Technology, Garmisch-Partenkirchen, 82467, Germany
| | - Marius Schmidt
- Agrosphere (IBG3), Forschungszentrum Jülich, Jülich, 52428, Germany
| | - Karl Schneider
- Geographical Institute, University of Cologne, Cologne, 50923, Germany
| | - Frederik Schrader
- Thünen Institute of Climate-Smart Agriculture, Federal Research Institute of Rural Areas, Forestry and Fisheries, Braunschweig, 38116, Germany
| | - Ivan Schroder
- Department of Industry, Innovation and Science, Geoscience Australia, Canberra, 2609, Australia
| | - Russell L Scott
- Southwest Watershed Research Center, USDA-ARS, Tucson, AZ, 85719, USA
| | - Pavel Sedlák
- Department of Matter and Energy Fluxes, Global Change Research Institute of the Czech Academy of Sciences, Brno, 60300, Czech Republic.,Institute of Atmospheric Physics of the Czech Academy of Sciences, Prague, 14100, Czech Republic
| | - Penélope Serrano-Ortíz
- Andalusian Institute for Earth System Research (CEAMA-IISTA), Granada, 18006, Spain.,Department of Ecology, University of Granada, Granada, 18071, Spain
| | - Changliang Shao
- National Hulunber Grassland Ecosystem Observation and Research Station & Institute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Peili Shi
- Key Laboratory of Ecosystem Network Observation and Modeling, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, 100101, China
| | - Ivan Shironya
- A.N. Severtsov Institute of Ecology and Evolution, Russian Academy of Sciences, Moscow, 119071, Russia
| | - Lukas Siebicke
- Bioclimatology, University of Goettingen, Goettingen, 37077, Germany
| | - Ladislav Šigut
- Department of Matter and Energy Fluxes, Global Change Research Institute of the Czech Academy of Sciences, Brno, 60300, Czech Republic
| | - Richard Silberstein
- School of Agriculture and Environment, University of Western Australia, Crawley, 6009, Australia.,School of Science, Edith Cowan University, Joondalup, 6027, Australia
| | - Costantino Sirca
- Euro-Mediterranean Centre on Climate Change Foundation (CMCC), Lecce, 73100, Italy.,Department of Agriculture, University of Sassari, Sassari, 07100, Italy
| | - Donatella Spano
- Euro-Mediterranean Centre on Climate Change Foundation (CMCC), Lecce, 73100, Italy.,Department of Agriculture, University of Sassari, Sassari, 07100, Italy
| | - Rainer Steinbrecher
- Institute of Meteorology and Climate Research, Karlsruhe Institute of Technology, Garmisch-Partenkirchen, 82467, Germany
| | | | - Cove Sturtevant
- National Ecological Observatory Network Program, Boulder, CO, 80301, USA
| | - Andy Suyker
- School of Natural Resources, University of Nebraska-Lincoln, Lincoln, NE, 68583, USA
| | - Torbern Tagesson
- Department of Physical Geography and Ecosystem Science, Lund University, Lund, 22362, Sweden.,Department of Geosciences and Natural Resource Management, University of Copenhagen, Copenhagen, 1350, Denmark
| | - Satoru Takanashi
- Kansai Research Center, Forestry and Forest Products Research Institute, Kyoto, 612-0855, Japan
| | - Yanhong Tang
- College of Urban and Environmental Sciences, Peking University, Beijing, 100871, China
| | - Nigel Tapper
- School of Earth, Atmosphere and Environment, Monash University, Clayton, 3800, Australia
| | - Jonathan Thom
- Space Science and Engineering Center, University of Wisconsin-Madison, Madison, WI, 53706, USA
| | - Michele Tomassucci
- DIBAF, University of Tuscia, Viterbo, 01100, Italy.,Terrasystem srl, Viterbo, 01100, Italy
| | | | - Shawn Urbanski
- USDA Forest Service, Rocky Mountain Research Station, Missoula, MT, 59808, USA
| | - Riccardo Valentini
- DIBAF, University of Tuscia, Viterbo, 01100, Italy.,Euro-Mediterranean Centre on Climate Change Foundation (CMCC), Lecce, 73100, Italy
| | - Michiel van der Molen
- Meteorology and Air Quality group, Wageningen University, 6500, Wageningen, The Netherlands
| | - Eva van Gorsel
- Fenner School of Environment and Society, Australian National University Canberra, Canberra, ACT, 2600, Australia
| | - Ko van Huissteden
- Department of Earth Sciences, Vrije Universiteit Amsterdam, Amsterdam, 1081 HV, The Netherlands
| | - Andrej Varlagin
- A.N. Severtsov Institute of Ecology and Evolution, Russian Academy of Sciences, Moscow, 119071, Russia
| | | | - Timo Vesala
- Institute for Atmosphere and Earth System Research/Physics, University of Helsinki, Helsinki, 00560, Finland
| | - Caroline Vincke
- Earth and Life Institute, Université Catholique de Louvain, Louvain, 1348, Belgium
| | - Domenico Vitale
- DIBAF, University of Tuscia, Viterbo, 01100, Italy.,Euro-Mediterranean Centre on Climate Change Foundation (CMCC), Lecce, 73100, Italy
| | - Natalia Vygodskaya
- A.N. Severtsov Institute of Ecology and Evolution, Russian Academy of Sciences, Moscow, 119071, Russia
| | - Jeffrey P Walker
- Department of Civil Engineering, Monash University, Clayton, 3800, Australia
| | - Elizabeth Walter-Shea
- School of Natural Resources, University of Nebraska-Lincoln, Lincoln, NE, 68583, USA
| | - Huimin Wang
- Key Laboratory of Ecosystem Network Observation and Modeling, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, 100101, China
| | - Robin Weber
- ESPM, University of California Berkeley, Berkeley, CA, 94720, USA
| | - Sebastian Westermann
- Instituto de Clima y Agua, Instituto Nacional de Tecnologia Agropecuaria (INTA), Buenos Aires, 1686, Argentina
| | - Christian Wille
- Remote Sensing and Geoinformatics, GFZ German Research Centre for Geosciences, Potsdam, 14473, Germany
| | - Steven Wofsy
- School of Engineering and Applied Sciences, Harvard University, Cambridge, MA, 02138, USA.,Department of Earth and Planetary Sciences, Harvard University, Cambridge, MA, 02138, USA
| | - Georg Wohlfahrt
- Department of Ecology, University of Innsbruck, Innsbruck, 6020, Austria
| | - Sebastian Wolf
- Department of Environmental Systems Science, ETH Zurich, Zurich, 8092, Switzerland
| | - William Woodgate
- CSIRO Land and Water, Canberra, 2601, Australia.,School of Earth and Environmental Sciences, The University of Queensland, St Lucia, 4072, Australia
| | - Yuelin Li
- South China Botanical Garden, Chinese Academy of Sciences, Guangzhou, 510650, China
| | - Roberto Zampedri
- Department of Sustainable Agro-ecosystems and Bioresources, Research and Innovation Centre, Fondazione Edmund Mach, San Michele All'adige, 38010, Italy
| | - Junhui Zhang
- Institute of Applied Ecology, Chinese Academy of Sciences, Shenyang, 110016, China
| | - Guoyi Zhou
- College of Applied Meteorology, Nanjing University of Information Science & Technology, Nanjing, 210044, China
| | - Donatella Zona
- Global Change Research Group, Dept. Biology, San Diego State University, San Diego, CA, 92182, USA.,Department of Animal and Plant Sciences, University of Sheffield, Sheffield, S102TN, United Kingdom
| | - Deb Agarwal
- Computational Research Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Sebastien Biraud
- Climate & Ecosystem Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Margaret Torn
- Climate & Ecosystem Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Dario Papale
- DIBAF, University of Tuscia, Viterbo, 01100, Italy. .,Euro-Mediterranean Centre on Climate Change Foundation (CMCC), Lecce, 73100, Italy.
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Chi J, Nilsson MB, Laudon H, Lindroth A, Wallerman J, Fransson JES, Kljun N, Lundmark T, Ottosson Löfvenius M, Peichl M. The Net Landscape Carbon Balance-Integrating terrestrial and aquatic carbon fluxes in a managed boreal forest landscape in Sweden. Glob Chang Biol 2020; 26:2353-2367. [PMID: 31912589 DOI: 10.1111/gcb.14983] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/18/2019] [Accepted: 12/21/2019] [Indexed: 06/10/2023]
Abstract
The boreal biome exchanges large amounts of carbon (C) and greenhouse gases (GHGs) with the atmosphere and thus significantly affects the global climate. A managed boreal landscape consists of various sinks and sources of carbon dioxide (CO2 ), methane (CH4 ), and dissolved organic and inorganic carbon (DOC and DIC) across forests, mires, lakes, and streams. Due to the spatial heterogeneity, large uncertainties exist regarding the net landscape carbon balance (NLCB). In this study, we compiled terrestrial and aquatic fluxes of CO2 , CH4 , DOC, DIC, and harvested C obtained from tall-tower eddy covariance measurements, stream monitoring, and remote sensing of biomass stocks for an entire boreal catchment (~68 km2 ) in Sweden to estimate the NLCB across the land-water-atmosphere continuum. Our results showed that this managed boreal forest landscape was a net C sink (NLCB = 39 g C m-2 year-1 ) with the landscape-atmosphere CO2 exchange being the dominant component, followed by the C export via harvest and streams. Accounting for the global warming potential of CH4 , the landscape was a GHG sink of 237 g CO2 -eq m-2 year-1 , thus providing a climate-cooling effect. The CH4 flux contribution to the annual GHG budget increased from 0.6% during spring to 3.2% during winter. The aquatic C loss was most significant during spring contributing 8% to the annual NLCB. We further found that abiotic controls (e.g., air temperature and incoming radiation) regulated the temporal variability of the NLCB whereas land cover types (e.g., mire vs. forest) and management practices (e.g., clear-cutting) determined their spatial variability. Our study advocates the need for integrating terrestrial and aquatic fluxes at the landscape scale based on tall-tower eddy covariance measurements combined with biomass stock and stream monitoring to develop a holistic understanding of the NLCB of managed boreal forest landscapes and to better evaluate their potential for mitigating climate change.
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Affiliation(s)
- Jinshu Chi
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Mats B Nilsson
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Hjalmar Laudon
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Anders Lindroth
- Department of Physical Geography and Ecosystem Science, Lund University, Lund, Sweden
| | - Jörgen Wallerman
- Department of Forest Resource Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Johan E S Fransson
- Department of Forest Resource Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Natascha Kljun
- Centre for Environmental and Climate Research, Lund University, Lund, Sweden
| | - Tomas Lundmark
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | | | - Matthias Peichl
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
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30
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Koebsch F, Sonnentag O, Järveoja J, Peltoniemi M, Alekseychik P, Aurela M, Arslan AN, Dinsmore K, Gianelle D, Helfter C, Jackowicz-Korczynski M, Korrensalo A, Leith F, Linkosalmi M, Lohila A, Lund M, Maddison M, Mammarella I, Mander Ü, Minkkinen K, Pickard A, Pullens JWM, Tuittila ES, Nilsson MB, Peichl M. Refining the role of phenology in regulating gross ecosystem productivity across European peatlands. Glob Chang Biol 2020; 26:876-887. [PMID: 31686431 DOI: 10.1111/gcb.14905] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/04/2019] [Revised: 09/20/2019] [Accepted: 10/09/2019] [Indexed: 06/10/2023]
Abstract
The role of plant phenology as a regulator for gross ecosystem productivity (GEP) in peatlands is empirically not well constrained. This is because proxies to track vegetation development with daily coverage at the ecosystem scale have only recently become available and the lack of such data has hampered the disentangling of biotic and abiotic effects. This study aimed at unraveling the mechanisms that regulate the seasonal variation in GEP across a network of eight European peatlands. Therefore, we described phenology with canopy greenness derived from digital repeat photography and disentangled the effects of radiation, temperature and phenology on GEP with commonality analysis and structural equation modeling. The resulting relational network could not only delineate direct effects but also accounted for possible effect combinations such as interdependencies (mediation) and interactions (moderation). We found that peatland GEP was controlled by the same mechanisms across all sites: phenology constituted a key predictor for the seasonal variation in GEP and further acted as a distinct mediator for temperature and radiation effects on GEP. In particular, the effect of air temperature on GEP was fully mediated through phenology, implying that direct temperature effects representing the thermoregulation of photosynthesis were negligible. The tight coupling between temperature, phenology and GEP applied especially to high latitude and high altitude peatlands and during phenological transition phases. Our study highlights the importance of phenological effects when evaluating the future response of peatland GEP to climate change. Climate change will affect peatland GEP especially through changing temperature patterns during plant phenologically sensitive phases in high latitude and high altitude regions.
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Affiliation(s)
- Franziska Koebsch
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
- Department for Landscape Ecology and Site Evaluation, University of Rostock, Rostock, Germany
| | - Oliver Sonnentag
- Département de géographie and Centre d'études nordiques, Université de Montréal, Montréal, Canada
| | - Järvi Järveoja
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | | | - Pavel Alekseychik
- Natural Resources Institute Finland (Luke), Helsinki, Finland
- Institute for Atmospheric and Earth System Research (INAR), University of Helsinki, Helsinki, Finland
| | - Mika Aurela
- Finnish Meteorological Institute, Helsinki, Finland
| | | | | | - Damiano Gianelle
- Department of Sustainable Agro-ecosystems and Bioresources, Research and Innovation Centre, Fondazione Edmund Mach, San Michele all'Adige, Italy
| | | | - Marcin Jackowicz-Korczynski
- Department of Bioscience, Aarhus University, Roskilde, Denmark
- Department of Physical Geography and Ecosystem Science, Lund University, Lund, Sweden
| | - Aino Korrensalo
- School of Forest Sciences, University of Eastern Finland, Joensuu, Finland
| | | | | | - Annalea Lohila
- Institute for Atmospheric and Earth System Research (INAR), University of Helsinki, Helsinki, Finland
- Finnish Meteorological Institute, Helsinki, Finland
| | - Magnus Lund
- Department of Bioscience, Aarhus University, Roskilde, Denmark
| | - Martin Maddison
- Department of Geography, University of Tartu, Tartu, Estonia
| | - Ivan Mammarella
- Natural Resources Institute Finland (Luke), Helsinki, Finland
| | - Ülo Mander
- Department of Geography, University of Tartu, Tartu, Estonia
| | - Kari Minkkinen
- Department of Forest Sciences, University of Helsinki, Helsinki, Finland
| | - Amy Pickard
- Centre for Ecology and Hydrology, Edinburgh, UK
| | - Johannes W M Pullens
- Department of Sustainable Agro-ecosystems and Bioresources, Research and Innovation Centre, Fondazione Edmund Mach, San Michele all'Adige, Italy
- Hydromet, Department of Civil and Environmental Engineering and Environmental Research Institute, University College Cork, Cork, Ireland
- Department of Agroecology, Aarhus University, Tjele, Denmark
| | | | - Mats B Nilsson
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Matthias Peichl
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden
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31
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Järveoja J, Nilsson MB, Gažovič M, Crill PM, Peichl M. Partitioning of the net CO 2 exchange using an automated chamber system reveals plant phenology as key control of production and respiration fluxes in a boreal peatland. Glob Chang Biol 2018; 24:3436-3451. [PMID: 29710420 DOI: 10.1111/gcb.14292] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/12/2018] [Revised: 03/12/2018] [Accepted: 04/10/2018] [Indexed: 05/23/2023]
Abstract
The net ecosystem CO2 exchange (NEE) drives the carbon (C) sink-source strength of northern peatlands. Since NEE represents a balance between various production and respiration fluxes, accurate predictions of its response to global changes require an in depth understanding of these underlying processes. Currently, however, detailed information of the temporal dynamics as well as the separate biotic and abiotic controls of the NEE component fluxes is lacking in peatland ecosystems. In this study, we address this knowledge gap by using an automated chamber system established across natural and trenching/vegetation removal plots to partition NEE into its production (i.e., gross and net primary production; GPP and NPP) and respiration (i.e., ecosystem, heterotrophic and autotrophic respiration; ER, Rh and Ra) fluxes in a boreal peatland in northern Sweden. Our results showed that daily NEE patterns were driven by GPP while variations in ER were governed by Ra rather than Rh. Moreover, we observed pronounced seasonal shifts in the Ra/Rh and above/belowground NPP ratios throughout the main phenological phases. Generalized linear model analysis revealed that the greenness index derived from digital images (as a proxy for plant phenology) was the strongest control of NEE, GPP and NPP while explaining considerable fractions also in the variations of ER and Ra. In addition, our data exposed greater temperature sensitivity of NPP compared to Rh resulting in enhanced C sequestration with increasing temperature. Overall, our study suggests that the temporal patterns in NEE and its component fluxes are tightly coupled to vegetation dynamics in boreal peatlands and thus challenges previous studies that commonly identify abiotic factors as key drivers. These findings further emphasize the need for integrating detailed information on plant phenology into process-based models to improve predictions of global change impacts on the peatland C cycle.
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Affiliation(s)
- Järvi Järveoja
- Department of Forest Ecology & Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Mats B Nilsson
- Department of Forest Ecology & Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Michal Gažovič
- Department of Forest Ecology & Management, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Patrick M Crill
- Department of Geological Sciences, Stockholm University, Stockholm, Sweden
- Bolin Center for Climate Research, Stockholm, Sweden
| | - Matthias Peichl
- Department of Forest Ecology & Management, Swedish University of Agricultural Sciences, Umeå, Sweden
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32
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Peichl M, Gažovič M, Vermeij I, de Goede E, Sonnentag O, Limpens J, Nilsson MB. Peatland vegetation composition and phenology drive the seasonal trajectory of maximum gross primary production. Sci Rep 2018; 8:8012. [PMID: 29789673 PMCID: PMC5964230 DOI: 10.1038/s41598-018-26147-4] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2018] [Accepted: 05/02/2018] [Indexed: 11/09/2022] Open
Abstract
Gross primary production (GPP) is a key driver of the peatland carbon cycle. Although many studies have explored the apparent GPP under natural light conditions, knowledge of the maximum GPP at light-saturation (GPPmax) and its spatio-temporal variation is limited. This information, however, is crucial since GPPmax essentially constrains the upper boundary for apparent GPP. Using chamber measurements combined with an external light source across experimental plots where vegetation composition was altered through long-term (20-year) nitrogen addition and artificial warming, we could quantify GPPmax in-situ and disentangle its biotic and abiotic controls in a boreal peatland. We found large spatial and temporal variations in the magnitudes of GPPmax which were related to vegetation species composition and phenology rather than abiotic factors. Specifically, we identified vegetation phenology as the main driver of the seasonal GPPmax trajectory. Abiotic anomalies (i.e. in air temperature and water table level), however, caused species-specific divergence between the trajectories of GPPmax and plant development. Our study demonstrates that photosynthetically active biomass constrains the potential peatland photosynthesis while abiotic factors act as secondary modifiers. This further calls for a better representation of species-specific vegetation phenology in process-based peatland models to improve predictions of global change impacts on the peatland carbon cycle.
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Affiliation(s)
- Matthias Peichl
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, 90183, Umeå, Sweden.
| | - Michal Gažovič
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, 90183, Umeå, Sweden
| | - Ilse Vermeij
- Plant Ecology and Nature Conservation Group, Wageningen University, 6708 PB, Wageningen, The Netherlands
| | - Eefje de Goede
- Department of Aquatic Ecology, Radboud University Nijmegen, 6525 AJ, Nijmegen, The Netherlands.,Institute of Environmental Sciences, Leiden University, 2333CC, Leiden, The Netherlands
| | - Oliver Sonnentag
- Département de géographie, Université de Montréal, Montréal, QC H2V 2B8, Canada
| | - Juul Limpens
- Plant Ecology and Nature Conservation Group, Wageningen University, 6708 PB, Wageningen, The Netherlands
| | - Mats B Nilsson
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, 90183, Umeå, Sweden
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Tang X, Li H, Ma M, Yao L, Peichl M, Arain A, Xu X, Goulden M. How do disturbances and climate effects on carbon and water fluxes differ between multi-aged and even-aged coniferous forests? Sci Total Environ 2017; 599-600:1583-1597. [PMID: 28531966 DOI: 10.1016/j.scitotenv.2017.05.119] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/20/2017] [Revised: 05/11/2017] [Accepted: 05/14/2017] [Indexed: 06/07/2023]
Abstract
Disturbances and climatic changes significantly affect forest ecosystem productivity, water use efficiency (WUE) and carbon (C) flux dynamics. A deep understanding of terrestrial feedbacks to such effects and recovery mechanisms in forests across contrasting climatic regimes is essential to predict future regional/global C and water budgets, which are also closely related to the potential forest management decisions. However, the resilience of multi-aged and even-aged forests to disturbances has been debated for >60years because of technical measurement constraints. Here we evaluated 62site-years of eddy covariance measurements of net ecosystem production (NEP), evapotranspiration (ET), the estimates of gross primary productivity (GPP), ecosystem respiration (Re) and ecosystem-level WUE, as well as the relationships with environmental controls in three chronosequences of multi- and even-aged coniferous forests covering the Mediterranean, temperate and boreal regions. Age-specific dynamics in multi-year mean annual NEP and WUE revealed that forest age is a key variable that determines the sign and magnitude of recovering forest C source-sink strength from disturbances. However, the trends of annual NEP and WUE across succession stages between two stand structures differed substantially. The successional patterns of NEP exhibited an inverted-U trend with age at the two even-aged chronosequences, whereas NEP of the multi-aged chronosequence increased steadily through time. Meanwhile, site-level WUE of even-aged forests decreased gradually from young to mature, whereas an apparent increase occurred for the same forest age in multi-aged stands. Compared with even-aged forests, multi-aged forests sequestered more CO2 with forest age and maintained a relatively higher WUE in the later succession periods. With regard to the available flux measurements in this study, these behaviors are independent of tree species, stand ages and climate conditions. We also found that distinctly different environmental factors controlled forest C and water fluxes under three climatic regimes. Typical weather events such as temperature anomalies or drying-wetting cycles severely affected forest functions. Particularly, a summer drought in the boreal forest resulted in an increased NEP owing to a considerable decrease in Re, but at the cost of greater water loss from deeper groundwater resources. These findings will provide important implications for forest management strategies to mitigate global climate change.
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Affiliation(s)
- Xuguang Tang
- Chongqing Key Laboratory of Karst Environment, School of Geographical Sciences, Southwest University, Chongqing 400715, China; Key Laboratory of Watershed Geographic Sciences, Nanjing Institute of Geography and Limnology, Chinese Academy of Sciences, Nanjing 210008, China; Institute of Agricultural Sciences, ETH Zurich, Zurich 8092, Switzerland.
| | - Hengpeng Li
- Key Laboratory of Watershed Geographic Sciences, Nanjing Institute of Geography and Limnology, Chinese Academy of Sciences, Nanjing 210008, China
| | - Mingguo Ma
- Chongqing Key Laboratory of Karst Environment, School of Geographical Sciences, Southwest University, Chongqing 400715, China
| | - Li Yao
- Chongqing Key Laboratory of Karst Environment, School of Geographical Sciences, Southwest University, Chongqing 400715, China
| | - Matthias Peichl
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå 90183, Sweden
| | - Altaf Arain
- McMaster Centre for Climate Change and School of Geography & Earth Sciences, McMaster University, Hamilton, ON L8S4K1, Canada
| | - Xibao Xu
- Key Laboratory of Watershed Geographic Sciences, Nanjing Institute of Geography and Limnology, Chinese Academy of Sciences, Nanjing 210008, China
| | - Michael Goulden
- Department of Earth System Science, University of California, Irvine, CA 92697-3100, USA
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Zhao J, Peichl M, Nilsson MB. Long-term enhanced winter soil frost alters growing season CO 2 fluxes through its impact on vegetation development in a boreal peatland. Glob Chang Biol 2017; 23:3139-3153. [PMID: 28075520 DOI: 10.1111/gcb.13621] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/26/2016] [Revised: 12/26/2016] [Accepted: 01/04/2017] [Indexed: 06/06/2023]
Abstract
At high latitudes, winter climate change alters snow cover and, consequently, may cause a sustained change in soil frost dynamics. Altered winter soil conditions could influence the ecosystem exchange of carbon dioxide (CO2 ) and, in turn, provide feedbacks to ongoing climate change. To investigate the mechanisms that modify the peatland CO2 exchange in response to altered winter soil frost, we conducted a snow exclusion experiment to enhance winter soil frost and to evaluate its short-term (1-3 years) and long-term (11 years) effects on CO2 fluxes during subsequent growing seasons in a boreal peatland. In the first 3 years after initiating the treatment, no significant effects were observed on either gross primary production (GPP) or ecosystem respiration (ER). However, after 11 years, the temperature sensitivity of ER was reduced in the treatment plots relative to the control, resulting in an overall lower ER in the former. Furthermore, early growing season GPP was also lower in the treatment plots than in the controls during periods with photosynthetic photon flux density (PPFD) ≥800 μmol m-2 s-1 , corresponding to lower sedge leaf biomass in the treatment plots during the same period. During the peak growing season, a higher GPP was observed in the treatment plots under the low light condition (i.e. PPFD 400 μmol m-2 s-1 ) compared to the control. As Sphagnum moss maximizes photosynthesis at low light levels, this GPP difference between the plots may have been due to greater moss photosynthesis, as indicated by greater moss biomass production, in the treatment plots relative to the controls. Our study highlights the different responses to enhanced winter soil frost among plant functional types which regulate CO2 fluxes, suggesting that winter climate change could considerably alter the growing season CO2 exchange in boreal peatlands through its effect on vegetation development.
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Affiliation(s)
- Junbin Zhao
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, 901 83, Umeå, Sweden
| | - Matthias Peichl
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, 901 83, Umeå, Sweden
| | - Mats B Nilsson
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, 901 83, Umeå, Sweden
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Nijp JJ, Metselaar K, Limpens J, Teutschbein C, Peichl M, Nilsson MB, Berendse F, van der Zee SEATM. Including hydrological self-regulating processes in peatland models: Effects on peatmoss drought projections. Sci Total Environ 2017; 580:1389-1400. [PMID: 28012660 DOI: 10.1016/j.scitotenv.2016.12.104] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/22/2016] [Revised: 12/14/2016] [Accepted: 12/15/2016] [Indexed: 06/06/2023]
Abstract
The water content of the topsoil is one of the key factors controlling biogeochemical processes, greenhouse gas emissions and biosphere - atmosphere interactions in many ecosystems, particularly in northern peatlands. In these wetland ecosystems, the water content of the photosynthetic active peatmoss layer is crucial for ecosystem functioning and carbon sequestration, and is sensitive to future shifts in rainfall and drought characteristics. Current peatland models differ in the degree in which hydrological feedbacks are included, but how this affects peatmoss drought projections is unknown. The aim of this paper was to systematically test whether the level of hydrological detail in models could bias projections of water content and drought stress for peatmoss in northern peatlands using downscaled projections for rainfall and potential evapotranspiration in the current (1991-2020) and future climate (2061-2090). We considered four model variants that either include or exclude moss (rain)water storage and peat volume change, as these are two central processes in the hydrological self-regulation of peatmoss carpets. Model performance was validated using field data of a peatland in northern Sweden. Including moss water storage as well as peat volume change resulted in a significant improvement of model performance, despite the extra parameters added. The best performance was achieved if both processes were included. Including moss water storage and peat volume change consistently reduced projected peatmoss drought frequency with >50%, relative to the model excluding both processes. Projected peatmoss drought frequency in the growing season was 17% smaller under future climate than current climate, but was unaffected by including the hydrological self-regulating processes. Our results suggest that ignoring these two fine-scale processes important in hydrological self-regulation of northern peatlands will have large consequences for projected climate change impact on ecosystem processes related to topsoil water content, such as greenhouse gas emissions.
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Affiliation(s)
- Jelmer J Nijp
- Wageningen University, Plant Ecology and Nature Conservation Group, Wageningen, The Netherlands; Wageningen University, Soil Physics and Land Management Group, Wageningen, The Netherlands; Wageningen University, Soil Geography and Landscape Group, Wageningen, The Netherlands.
| | - Klaas Metselaar
- Wageningen University, Soil Physics and Land Management Group, Wageningen, The Netherlands.
| | - Juul Limpens
- Wageningen University, Plant Ecology and Nature Conservation Group, Wageningen, The Netherlands.
| | | | - Matthias Peichl
- Swedish University of Agricultural Sciences, Department of Forest Ecology and Management, Umeå, Sweden.
| | - Mats B Nilsson
- Swedish University of Agricultural Sciences, Department of Forest Ecology and Management, Umeå, Sweden.
| | - Frank Berendse
- Wageningen University, Plant Ecology and Nature Conservation Group, Wageningen, The Netherlands.
| | - Sjoerd E A T M van der Zee
- Wageningen University, Soil Physics and Land Management Group, Wageningen, The Netherlands; Monash University, School of Chemistry, Melbourne, Victoria 3800, Australia.
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Zhao J, Peichl M, Öquist M, Nilsson MB. Gross primary production controls the subsequent winter CO 2 exchange in a boreal peatland. Glob Chang Biol 2016; 22:4028-4037. [PMID: 27038205 DOI: 10.1111/gcb.13308] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/09/2016] [Accepted: 03/14/2016] [Indexed: 06/05/2023]
Abstract
In high-latitude regions, carbon dioxide (CO2 ) emissions during the winter represent an important component of the annual ecosystem carbon budget; however, the mechanisms that control the winter CO2 emissions are currently not well understood. It has been suggested that substrate availability from soil labile carbon pools is a main driver of winter CO2 emissions. In ecosystems that are dominated by annual herbaceous plants, much of the biomass produced during the summer is likely to contribute to the soil labile carbon pool through litter fall and root senescence in the autumn. Thus, the summer carbon uptake in the ecosystem may have a significant influence on the subsequent winter CO2 emissions. To test this hypothesis, we conducted a plot-scale shading experiment in a boreal peatland to reduce the gross primary production (GPP) during the growing season. At the growing season peak, vascular plant biomass in the shaded plots was half that in the control plots. During the subsequent winter, the mean CO2 emission rates were 21% lower in the shaded plots than in the control plots. In addition, long-term (2001-2012) eddy covariance data from the same site showed a strong correlation between the GPP (particularly the late summer and autumn GPP) and the subsequent winter net ecosystem CO2 exchange (NEE). In contrast, abiotic factors during the winter could not explain the interannual variation in the cumulative winter NEE. Our study demonstrates the presence of a cross-seasonal link between the growing season biotic processes and winter CO2 emissions, which has important implications for predicting winter CO2 emission dynamics in response to future climate change.
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Affiliation(s)
- Junbin Zhao
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, 901 83, Umeå, Sweden
| | - Matthias Peichl
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, 901 83, Umeå, Sweden
| | - Mats Öquist
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, 901 83, Umeå, Sweden
| | - Mats B Nilsson
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, 901 83, Umeå, Sweden
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Zhao J, Peichl M, Nilsson MB. Enhanced winter soil frost reduces methane emission during the subsequent growing season in a boreal peatland. Glob Chang Biol 2016; 22:750-762. [PMID: 26452333 DOI: 10.1111/gcb.13119] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/29/2015] [Accepted: 09/01/2015] [Indexed: 06/05/2023]
Abstract
Winter climate change may result in reduced snow cover and could, consequently, alter the soil frost regime and biogeochemical processes underlying the exchange of methane (CH4 ) in boreal peatlands. In this study, we investigated the short-term (1-3 years) vs. long-term (11 years) effects of intensified winter soil frost (induced by experimental snow exclusion) on CH4 exchange during the following growing season in a boreal peatland. In the first 3 years (2004-2006), lower CH4 emissions in the treatment plots relative to the control coincided with delayed soil temperature increase in the treatment plots at the beginning of the growing season (May). After 11 treatment years (in 2014), CH4 emissions were lower in the treatment plots relative to the control over the entire growing season, resulting in a reduction in total growing season CH4 emission by 27%. From May to July 2014, reduced sedge leaf area coincided with lower CH4 emissions in the treatment plots compared to the control. From July to August, lower dissolved organic carbon concentrations in the pore water of the treatment plots explained 72% of the differences in CH4 emission between control and treatment. In addition, greater Sphagnum moss growth in the treatment plots resulted in a larger distance between the moss surface and the water table (i.e., increasing the oxic layer) which may have enhanced the CH4 oxidation potential in the treatment plots relative to the control in 2014. The differences in vegetation might also explain the lower temperature sensitivity of CH4 emission observed in the treatment plots relative to the control. Overall, this study suggests that greater soil frost, associated with future winter climate change, might substantially reduce the growing season CH4 emission in boreal peatlands through altering vegetation dynamics and subsequently causing vegetation-mediated effects on CH4 exchange.
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Affiliation(s)
- Junbin Zhao
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, 901 83, Sweden
| | - Matthias Peichl
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, 901 83, Sweden
| | - Mats B Nilsson
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, 901 83, Sweden
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Nijp JJ, Limpens J, Metselaar K, Peichl M, Nilsson MB, van der Zee SEATM, Berendse F. Rain events decrease boreal peatland net CO2 uptake through reduced light availability. Glob Chang Biol 2015; 21:2309-2320. [PMID: 25580711 DOI: 10.1111/gcb.12864] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/19/2014] [Revised: 12/18/2014] [Accepted: 12/19/2014] [Indexed: 06/04/2023]
Abstract
Boreal peatlands store large amounts of carbon, reflecting their important role in the global carbon cycle. The short-term exchange and the long-term storage of atmospheric carbon dioxide (CO2 ) in these ecosystems are closely associated with the permanently wet surface conditions and are susceptible to drought. Especially, the single most important peat forming plant genus, Sphagnum, depends heavily on surface wetness for its primary production. Changes in rainfall patterns are expected to affect surface wetness, but how this transient rewetting affects net ecosystem exchange of CO2 (NEE) remains unknown. This study explores how the timing and characteristics of rain events during photosynthetic active periods, that is daytime, affect peatland NEE and whether rain event associated changes in environmental conditions modify this response (e.g. water table, radiation, vapour pressure deficit, temperature). We analysed an 11-year time series of half-hourly eddy covariance and meteorological measurements from Degerö Stormyr, a boreal peatland in northern Sweden. Our results show that daytime rain events systematically decreased the sink strength of peatlands for atmospheric CO2 . The decrease was best explained by rain associated reduction in light, rather than by rain characteristics or drought length. An average daytime growing season rain event reduced net ecosystem CO2 uptake by 0.23-0.54 gC m(-2) . On an annual basis, this reduction of net CO2 uptake corresponds to 24% of the annual net CO2 uptake (NEE) of the study site, equivalent to a 4.4% reduction of gross primary production (GPP) during the growing season. We conclude that reduced light availability associated with rain events is more important in explaining the NEE response to rain events than rain characteristics and changes in water availability. This suggests that peatland CO2 uptake is highly sensitive to changes in cloud cover formation and to altered rainfall regimes, a process hitherto largely ignored.
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Affiliation(s)
- Jelmer J Nijp
- Nature Conservation and Plant Ecology Group, Wageningen University, Wageningen, The Netherlands; Soil Physics and Land Management Group, Wageningen University, Wageningen, The Netherlands
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Peichl M, Sonnentag O, Nilsson MB. Bringing Color into the Picture: Using Digital Repeat Photography to Investigate Phenology Controls of the Carbon Dioxide Exchange in a Boreal Mire. Ecosystems 2014. [DOI: 10.1007/s10021-014-9815-z] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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Peichl M, Sonnentag O, Wohlfahrt G, Flanagan LB, Baldocchi DD, Kiely G, Galvagno M, Gianelle D, Marcolla B, Pio C, Migliavacca M, Jones MB, Saunders M. Convergence of potential net ecosystem production among contrasting C3 grasslands. Ecol Lett 2013; 16:502-12. [PMID: 23346985 DOI: 10.1111/ele.12075] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2012] [Revised: 06/22/2012] [Accepted: 12/14/2012] [Indexed: 11/30/2022]
Abstract
Metabolic theory and body size constraints on biomass production and decomposition suggest that differences in the intrinsic potential net ecosystem production (NEPPOT ) should be small among contrasting C3 grasslands and therefore unable to explain the wide range in the annual apparent net ecosystem production (NEPAPP ) reported by previous studies. We estimated NEPPOT for nine C3 grasslands under contrasting climate and management regimes using multiyear eddy covariance data. NEPPOT converged within a narrow range, suggesting little difference in the net carbon dioxide uptake capacity among C3 grasslands. Our results indicate a unique feature of C3 grasslands compared with other terrestrial ecosystems and suggest a state of stability in NEPPOT due to tightly coupled production and respiration processes. Consequently, the annual NEPAPP of C3 grasslands is primarily a function of seasonal and short-term environmental and management constraints, and therefore especially susceptible to changes in future climate patterns and associated adaptation of management practices.
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Affiliation(s)
- Matthias Peichl
- Swedish University of Agricultural Sciences, Department of Forest Ecology & Management, Umeå, Sweden.
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Huang S, Arain MA, Arora VK, Yuan F, Brodeur J, Peichl M. Analysis of nitrogen controls on carbon and water exchanges in a conifer forest using the CLASS-CTEMN+ model. Ecol Modell 2011. [DOI: 10.1016/j.ecolmodel.2011.09.008] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/16/2022]
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Evers AK, Bambrick A, Lacombe S, Dougherty MC, Peichl M, Gordon AM, Thevathasan NV, Whalen J, Bradley RL. Potential Greenhouse Gas Mitigation through Temperate Tree-Based Intercropping Systems. ACTA ACUST UNITED AC 2010. [DOI: 10.2174/1874331501004010049] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Increasing awareness of global climate change has pressured agricultural producers to reduce greenhouse gas
(GHG) emissions while at the same time encouraging them to maintain food production needed for an increasing population.
Tree-based intercropping (TBI) systems are believed to be useful in climate change mitigation, especially in temperate
regions, due to their potential to reduce GHG emissions from agricultural practices. The purpose of this paper is therefore
to review some of the research conducted on GHG mitigation in TBI in southern Ontario and Quebec, Canada. Research
conducted at the University of Guelph Agroforestry Research Station (GARS) indicated that TBI systems had the
potential to lower N2O emissions by 1.2 kg ha-1 y-1 compared to a conventional agricultural field cropping system. Trees
can assimilate residual nitrate (NO3-) left from nitrogen (N) fertilizer applications, thereby leaving less NO3- available for
denitrification and subsequently reducing N2O losses. Carbon sequestration is also enhanced in TBI systems as carbon (C)
is stored in both above and below ground tree components. Soil Organic Carbon (SOC) is higher in systems incorporating
trees because tree litter decomposes slowly, therefore reducing CO2 loss to the atmosphere. The C sequestration potential
of TBI systems and the possibility to include fast-growing tree species for bioenergy production in TBI systems make it a
valid solution to mitigate climate change in temperate regions. The opportunity of C trading credits to offset the costs of
implementing a TBI system and provide additional income to farmers could facilitate the adoption of TBI amidst agricultural
producers in temperate regions.
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Khomik M, Arain MA, Brodeur JJ, Peichl M, Restrepo-Coupé N, McLaren JD. Relative contributions of soil, foliar, and woody tissue respiration to total ecosystem respiration in four pine forests of different ages. ACTA ACUST UNITED AC 2010. [DOI: 10.1029/2009jg001089] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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McLaren JD, Arain MA, Khomik M, Peichl M, Brodeur J. Water flux components and soil water-atmospheric controls in a temperate pine forest growing in a well-drained sandy soil. ACTA ACUST UNITED AC 2008. [DOI: 10.1029/2007jg000653] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Joshua D. McLaren
- School of Geography and Earth Sciences; McMaster University; Hamilton, Ontario Canada
| | - M. Altaf Arain
- School of Geography and Earth Sciences; McMaster University; Hamilton, Ontario Canada
| | - Myroslava Khomik
- School of Geography and Earth Sciences; McMaster University; Hamilton, Ontario Canada
| | - Matthias Peichl
- School of Geography and Earth Sciences; McMaster University; Hamilton, Ontario Canada
| | - Jason Brodeur
- School of Geography and Earth Sciences; McMaster University; Hamilton, Ontario Canada
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Leblhuber F, Peichl M, Neubauer C, Reisecker F, Steinparz FX, Windhager E, Maschek W. Serum dehydroepiandrosterone and cortisol measurements in Huntington's chorea. J Neurol Sci 1995; 132:76-9. [PMID: 8523035 DOI: 10.1016/0022-510x(95)00114-h] [Citation(s) in RCA: 43] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
Serum levels of dehydroepiandrosterone sulfate (DHEAS), known to antagonize metabolic effects of glucocorticoids in animals, and cortisol (CRT), already shown to be related to cognitive dysfunction in man and animals, were measured in 11 drug-free male subjects with definite Huntington's chorea (HC) and in 25 age-matched male normal controls. Statistical difference was found between DHEAS serum levels (p < 0.05), CRT levels (p < 0.05) and the DHEAS/CRT ratio (p < 0.01) of HC subjects and normal individuals. These findings may indicate a dysfunction of the hypothalamic-pituitary-adrenal axis (HPAA) and possibly suggest a role of DHEAS as an antiglucocorticoid in HC.
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Affiliation(s)
- F Leblhuber
- Department of Gerontology, Landesnervenklinik Wagner-Jauregg Linz, Austria
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Leblhuber F, Neubauer C, Peichl M, Reisecker F, Steinparz FX, Windhager E, Dienstl E. Age and sex differences of dehydroepiandrosterone sulfate (DHEAS) and cortisol (CRT) plasma levels in normal controls and Alzheimer's disease (AD). Psychopharmacology (Berl) 1993; 111:23-6. [PMID: 7870929 DOI: 10.1007/bf02257402] [Citation(s) in RCA: 43] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
In 50 healthy subjects (23 female, 27 male, aged 18-81) and 24 patients with Alzheimer's disease (AD) (11 female, 13 male, aged 58-88) DHEAS and CRT plasma levels were studied. In normal subjects there was a clear negative correlation of DHEAS to age, while no significant age correlated decrease of CRT plasma levels was found. There was a significant decrease in the DHEAS/CRT ratio in elderly controls (aged > 60) as compared to young individuals (aged < 45). Overall there was a trend to lower DHEAS/CRT ratios in AD patients compared to age matched controls out of the total group of normals (P < 0.1), there was a significant decrease of this ratio in female AD patients (P < 0.05), compared to age matched female controls, but there was none in male Alzheimers; furthermore there was a significant difference in CRT plasma levels between female AD patients and age matched female controls (P < 0.01) and between female and male AD patients (P < 0.05). Considering the antiglucocorticoid effects of DHEAS, this ratio may account for its protective effect against hippocampal degeneration caused by glucocorticoids and possibly for the higher rate of AD in females.
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Affiliation(s)
- F Leblhuber
- Department of Gerontology, Wagner-Jauregg-Krankenhaus, Linz, Austria
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